{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "[![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/masadcv/FastGeodis/blob/master/samples/simpledemo2d_signed.ipynb)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "! pip install FastGeodis  wget -q"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "\n",
    "import FastGeodis\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import torch\n",
    "import wget\n",
    "from PIL import Image\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "brain.png\t     image3d_dis2.nii.gz  img2d.png\n",
      "brain_seg_noisy.png  image3d_dis3.nii.gz  img3d.nii.gz\n",
      "brain_seg.png\t     image3d_sub.nii.gz   ISIC_546.jpg\n"
     ]
    }
   ],
   "source": [
    "# read images from local path or download from github repo (for colab)\n",
    "image_path = \"../data/img2d.png\"\n",
    "\n",
    "if not os.path.exists(os.path.dirname(image_path)):\n",
    "    os.makedirs(os.path.dirname(image_path), exist_ok=True)\n",
    "\n",
    "url = \"https://raw.githubusercontent.com/masadcv/FastGeodis/master/data/\"\n",
    "wget.download(os.path.join(url, image_path), image_path) if not os.path.exists(image_path) else None\n",
    "\n",
    "! ls ../data"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# FastGeodis Method"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 864x288 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "device = \"cuda\" if torch.cuda.is_available() else \"cpu\"\n",
    "image = np.asarray(Image.open(\"../data/img2d.png\"), np.float32)\n",
    "\n",
    "image_pt = torch.from_numpy(image).unsqueeze_(0).unsqueeze_(0)\n",
    "image_pt = image_pt.to(device)\n",
    "mask_pt = torch.ones_like(image_pt)\n",
    "mask_pt[..., 100, 100] = 0\n",
    "\n",
    "v = 1e10\n",
    "iterations = 2\n",
    "\n",
    "lamb = 1.0 # <-- Geodesic distance transform\n",
    "geodesic_dist = FastGeodis.signed_generalised_geodesic2d(\n",
    "    image_pt, mask_pt, v, lamb, iterations\n",
    ")\n",
    "geodesic_dist = np.squeeze(geodesic_dist.cpu().numpy())\n",
    "\n",
    "lamb=0.0 # <-- Euclidean distance transform\n",
    "euclidean_dist = FastGeodis.signed_generalised_geodesic2d(\n",
    "    image_pt, mask_pt, v, lamb, iterations\n",
    ")\n",
    "euclidean_dist = np.squeeze(euclidean_dist.cpu().numpy())\n",
    "\n",
    "plt.figure(figsize=(12, 4))\n",
    "plt.subplot(1, 3, 1)\n",
    "plt.imshow(image)\n",
    "\n",
    "plt.subplot(1, 3, 2)\n",
    "plt.imshow(geodesic_dist)\n",
    "plt.plot(100, 100, \"mo\")\n",
    "\n",
    "plt.subplot(1, 3, 3)\n",
    "plt.imshow(euclidean_dist)\n",
    "plt.plot(100, 100, \"mo\")\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.0\n",
      "521.0\n",
      "-1.0\n",
      "148.42146\n"
     ]
    }
   ],
   "source": [
    "# min/max for signed distances\n",
    "print(geodesic_dist.min())\n",
    "print(geodesic_dist.max())\n",
    "\n",
    "print(euclidean_dist.min())\n",
    "print(euclidean_dist.max())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Toivanen's Raster Method\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 864x288 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Toivanen's Raster Method\n",
    "\n",
    "# Toivanen's method only support CPU\n",
    "image_pt = image_pt.to('cpu')\n",
    "mask_pt = mask_pt.to('cpu')\n",
    "\n",
    "lamb = 1.0 # <-- Geodesic distance transform\n",
    "geodesic_dist_toivanen = FastGeodis.signed_generalised_geodesic2d_toivanen(\n",
    "    image_pt, mask_pt, v, lamb, iterations\n",
    ")\n",
    "geodesic_dist_toivanen = np.squeeze(geodesic_dist_toivanen.cpu().numpy())\n",
    "\n",
    "lamb=0.0 # <-- Euclidean distance transform\n",
    "euclidean_dist_toivanen = FastGeodis.signed_generalised_geodesic2d_toivanen(\n",
    "    image_pt, mask_pt, v, lamb, iterations\n",
    ")\n",
    "euclidean_dist_toivanen = np.squeeze(euclidean_dist_toivanen.cpu().numpy())\n",
    "\n",
    "plt.figure(figsize=(12, 4))\n",
    "plt.subplot(1, 3, 1)\n",
    "plt.imshow(image)\n",
    "\n",
    "plt.subplot(1, 3, 2)\n",
    "plt.imshow(geodesic_dist_toivanen)\n",
    "plt.plot(100, 100, \"mo\")\n",
    "\n",
    "plt.subplot(1, 3, 3)\n",
    "plt.imshow(euclidean_dist_toivanen)\n",
    "plt.plot(100, 100, \"mo\")\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.0\n",
      "537.0\n",
      "-1.0\n",
      "148.42146\n"
     ]
    }
   ],
   "source": [
    "# min/max for signed distances\n",
    "print(geodesic_dist_toivanen.min())\n",
    "print(geodesic_dist_toivanen.max())\n",
    "\n",
    "print(euclidean_dist_toivanen.min())\n",
    "print(euclidean_dist_toivanen.max())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Fast Marching Method"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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EbcsosgPPnyKjOGGO12DY36+7fltGcR8z/BgZxWPYYn/+WkbhAe0mW7zBJAetmwKKdSHUmGRqcgoD3GtW2YNeZtZJolsNcSDXgHID0edAMW0wzY2ZLoiVVZb7KyjWfCuTDAeaDShTA60NNAeFvQa6jUEWeUVGRNQz7Pq6jYIMIJJ8v7rtQDh0mpYrwy7gu0AZZAiLXFy7fij93oz0TtI5toLdAOO2K1tsIE/BcAXGqkFOB8bwYcFwPSPcTqDDLKB4Uf2wB1whyO/KhirgS1HkEiol4BiBIMCUjUlVYMy7YZM9odIGqEIEHiADVyAwhfpuwg4T4lFB7yz5FwAxM2iJCPOKiVZNMRjVYM0G+jAzYmRZbV1YzklyXt2OaPpmLWebtDTGKco7LAm0FD139ZJu4iDgXSUn3gCwlmkCYQHnInRXBjCIVhsATNvNut19M/tWlp/9NfmFST9MhnGYEO+OCDcj0vUOw9WA5TJifhExXRGWC0LZAXkUsFxAVSvs6yXrNjGAheRVjakrLOxglDJFlu84Xs2g/YLj3QC+i7rM3qhCk7AjFfAV4zgG5N1Kz/1E03pZ27NxPVDRv6o19uCYGf3fIjrkMgdgFnAsjDGdTPBOJjGrdO/qEyDg2K0y2Xl66ERLzIFbnlmAsTxHD/jqddZf+XNrobjJ/yr5/VuSBSYH5t07rV+PWJ/TM8griZrlwSTnGVPe9cd+vuiP2U7e2L963tMXcO3AXdsmP6TMMoMzoSwiOys5YkkZwxAQgwBlMCGYtn/1kQlNW1xYOjZmQgnyN4aCFEoFU4ELxrAgEuMuy+TcgyyfFg74sOywcMBt+eEntR+TpCqcao4nlr7GyygeYovr+Y+UUazZYv/7MTKKh9hiye9xMopzuuNPlVF4ewrmHkxbP2flL21WwGEFxUxn5ReEBpbt/DXofUh+4UE0YAzqp8kvAMcqu9WVx8ovUH+Hqi/2rLJs2zM9LL+Q+zf5BQgis6Ds8qbKGNuompVFfkx6OgDZAeBun/71rNEaHFPh7liYgXRkDDcZw/sF6f0BdDc1ffGahQRQje6qlCIIMDZDMDOaM+8JQNUUEjN4iCj7hDJEgFVfnAsoE0JuS1BEojOmQggLIEuMOnsMxmZxlUggM4iFPUYkkVwMsXmw0AGbiaoUg0GgRQeMIgy1TSCYBNB5qqe3Q9Xy1HcUmYY2hhREk6wMeWdE6NY5Rcdb2oQDDIQgOmLTKytQpljAi7L4IchExEAykZQV66zZjCXNINLoI095rSu+7TtOoHlBmGaMtyPSPmF4PwirfBWwXFD9l/c6UUlAiTqI67+OHXQAyJaNBUQ3wEQEjMOCnAlzlgwotOP2iGAScB0zlntpw6eTvNHdGkD4OZENHLmC4lMjPGZh8PISwJOAYzKt8RoYnyse2vht/cLGNZtMtO+D/He080o7tGaMNxlky6v0WW6xyx4kGpCteVHbPpfWxKzdh7L2LUXlDOQuMFAP3pZW8AoPr57V/+TVuyFsPK895Na3Wp+WAdOa88LgmZBTQE4Ry5ARU0FMBcOwABCDvRjOzDpWKZdQ2WTAg2jpxBIVzMSYigJI7s+zVJhws4yYy49jUgsYqFDwugLGPzRb7PP6HGxxu/bT2GKggd8tGcVj2GIDxu0YxJOCY4lNC08qXzD5BYD7WWWgY5UBVFZ5S34B4DyrbGVhrLKBWAegAXwUq2xlbasykt+nsco2mTMWeb1tLPKofXaESCwCSPTJOuEwFrnJLEih98Pp6QDk1YBWd3vjOxvs1uwLi9SCFjHOG+4Yw3VG+jAjvbsD3R5EO2tpDY6BynxWo7MhCRs8xA4cy/0EdHEhYIhiDLdPKMr8hckZu5nruCDoSQYqIB7VqA72fvJyHEVfLB4mSnU1R6xgOQRhXUNQzwsi+eCBUMaAkrSRGQPqlvOLerxg68vJgDUqMAhFJCpBy4iJ6uDOUT1njFJtOo8cVi5ZRjbiKKC2FNUo601VS8yBBDBnrfbG3AfJ3/IGAC7tNbw7uiptAURWYTpy+572TJaWRZ5nXhCOCeE2IX1IGC8G5IskrPJlEAnGFWG5APLO2H7uGcmApu+sgEY7RPO0koF5StXQjAiNNZMzW9Xzj71f03xPM63ZOs8a38em+HNMXpGXKJKKKYCMOV618dMHcMfcBKYe9iCd+u1OB7sGyFuJUXXD3T11v99Xs7Bnsv02f3P3tdUvf74HzBX0rrbPsc/23lYOpKCeMmRCqlISOd4eVlajuF3Lq6Kw+1K32fXXnX2tL6PvkSpQ5gaUEYEyBZTIWIaCKSWkQeQXY1owpnzWoM8AtNXFRXXv1UI/MqaSKhg7nfj1QNn+Ll3n8DSTySs8kAUErM6c/qEzujunO/7ibLGb9Ns2qbRCYIZjiV19+hysshm+P5ZVrqDZgeKPMuqDrr78Ho36cqUfZbIVmZGp6bOlzmwb6z2Ung5A9oyK/VXgYeD3hEmCAKYwi6FaOjLSbcFwsyC9PyJcH0GHIzDNcnLY6MTM+AtorGQI4CGh7EfwLraZncoFbNBBAHiIFVxxEN1vPHCfH+uoY7cpjLBADFP0Xc3FWhkCKDTQydaq9P4c5flKEibWPFuUgURHbKwqU2V+LYnumU6N0LT8g97T/EHXAT5KBxAWeT5w6kfDxDr4KsurxU051DI3BgtA1SszCogDMJBII/TZWXXedbCOQAkJlLS6G2NtDHZmAJO8r5d+rD1iGKM9FXnO4wxKEXQbEYeEYUwYLwcslwnzq4Tjy4D5BWG5UiPHnXRSrMyYn1h0YKkIkmEA+U6Anz2CscfkgbIBo0J6Dn4UyQ8QlrZ0xv5c+d3AsbHGZY7ATCDVHJ/gmxVwPDlm4FgrzQkzu+43DJxyDyhPX3J1wAPT+t1c32T1YnVvP7n3k3z7x74urB/B5OsdwN8oA3esAutuAtfe1YN4Dga4VSNZTl+7A+rttTbxrwfP1RtR3dWQ+7ky32T7i01ySL7BQkAQVpljwDQIqzyPEfO4YEwLhliEbXPsFqDGe2hARcCTDOpTBoBx0/3bmj3+MSWlLVascM8ie2C8xRa33//ONrp7iC1eb9t1xiLbqpvfzkxnWeW1UV814nNA94c06gMaq/wpRn2AY5XtOyqr/DFGfaAF4ICAIPtWGuSowN2M9XoW+XFt+ekAZPQD1gk4zqiAzwPWMEEY49uCdFuQrmfE6yPo9qj+jJU5NmbYg0a/5O+YTQPIvIvI+6ReMYp7NgYCUMZUwXHei6eCeCc0kQzW1AAuGdj1Lyz/uABk4DCasVwA5YTQW6EoYCSUKC7jykDIY6h6ZjIADx2MdBQrkVASqms4kBugVbtdQFUnTRBDP9Mru0JTH6bUJguWGKASEGJAsMmIe342DyFJJRILAHVhR+7bUFFNMolbb2HVI8qYRAOuZVslHQsLI3znDC+rvly/l5fO5Cz1wgwK1aiP7gLoJiLuRgzXI4YXA6bXCcdXAfNLEg8Ye6CMwmIho042KliGsXb6zRHAKqVBYiC0pTNAwbAtnRWRZNCPRGIBrAeTbXDskw0gOYfGGs9BjO/MGO8+cOvB8FZaH1hNvAGACtU+per17dKuPlN/rQee7lx/HNB8/f3Wxx0wPpdHvQf121skQb3OnolxAjL9c9O6PD3SNcC8noxwfzpck+qem9w564mLy6++2yp/rCYrXXm7e1kbMwNJLMIqT3PEMkcsu4hxEDZ5TG310LxeAKhgA3BL7AGYMrBQqOBhpOUEYPtrvHutp5xONMjGDDsgPHN8FFvsf38OtliubczwD+2ibevYORnFeuK/ZovX8jFLFQqQSdNW28AZVlnzs/O0/j3WVdwWqwygY5Xr+bRt1AfgPKtc8992FedXXR7FKlfQ3OQXVj+9UZ8wyFkneEXyQvPXvDbW0yG7ssiPSU8KIAuLidbJ6/KjyCscqGAGWFjj4YYxXmcM1wvijRri3SlrnM2AbhV4wlhjM76zmmtGZoBoilOoHTipLtiW8EVzLK658k4rwKxa4erVAVUXbPKGCnIJVe5AGShBwGveCdilnRyPx1D1xHaN5VUGB3qjlR8po4pqaW/HjT0WAz9UY0Y/apaobE3QyYIOmBWUEgTgrr6FlJH8LWNATIQIiDwFBnpFKsIpyO+ojddkHvqbllJ/c9I5byQgkAQC2YUmFdGJVJwS4m1CvFPXffMiwJcKaqAXB5SZlcuyfc4DBs0L6DghXI9INzuk2xHTbcT0ijC9FO8Xec8iZ4kQJss6sRW4NVdkLFNbXco2sC6xp04w4Dnw90TTehDxf32ygWRZFBxPUZjAtSEe0E8kLXlN6wabV8t6DbrQqjhlB47Rn9cBYXuWlcFc7ZsM3NlgqF3HJuh19/EAtzLN5fTc2ke4iZd/j3W+Xf5dmdiP9qf7NOT2Gaqt36DV68qyb4FitPeyc+pCDkHaR9S2sQbkPi8+9VCy+b6r68ztHzKAHFFmwnEJWMaIZTcjF8JuWDCc0Sf7pWYAVS9fiJsBnxvkKyDWdyhM1YfyU03sgK2BWgPJbR91btqe2eKPZ4s7UOyOGSDmCpKh+5v8ot/+OFbZg/zPxSoDzajvqbmKG2kRYzuIj/TMnkUO1VjP5B/eWM9Y5MekpwOQ6xc2QIyuw+9Y4wXCHN8WjO8zhg8z4s3UDPHmRQy/IBWuW3avrtjEhZgZgYHFeK5qjU1fO5cabc6AJ1JAGcRfcd4JuIuzAGgmkT0YY8wBLaKdG/BqRDyCLqkT8kgSzCLKRIFDQEqEeCxNcmE+kUc6CQBCbsSqA01QUKwGgGTOO4IDvgHCeKrRYYk9c2PguER5v57Fog4kA1BWh5qsInNl4U1mQUa/qsu6E1lEgQDIzOIezjS6RfxNS7k3QJT3hLgLSLuIeCuu/MKkPq6xCEj29zmXon13Adg0zQiHPYbbEcPNgHQXML0kzC/VRdxOgbLXKK8kElwLE8CiXBMxsAINnuj+saR+gLj/4UsROcUyRzHEW4LqY1fguLsBTllIq5Ruu4LZM4CqMo5m08BoWny9D3Gf1wlb6wGoA7mmOa9gMvfn1Pv7/O4rKkabDNg19l5bwBKn72zFs86jO9fPzCzfpYF/GYjbu5kh332PTtxnySZFI0h9Xz0o6SBfry2o3+ksU+6f1/0mkyiVAC6EZSHkJYjsYhexHxbs0oIUyokx3zpoiF/lWVxFSZBB19/fg+unnrxxXtunYBihssjPLtr687eNizfYYnc9w21Dq4w2TAPKJyzyetuuVWD5D5OrOKBnlR/jKg4EBGRkNs1yEKCs9zYWOTugbfVt7fLtMelJAGRiqM/iHhz3PS2q3jgdGeN1wfhuQfowIdwcq19jLIuEN66Zu+laIHEbthuFAR6V3ZwLSF2DcVKpRZSoacQMmnMDqEki2uWLiLwXo7hqOEZAGQTxysBJjd3VxCoRkHfkOqBwgIJdGXALxK6tJOn4o0kFTgoPFaB2g8rqVHMzZy21qH/UNmg2Ax1aD6rKeovcAdK4XP4m5WiAQiq9scdQDxphLnXCEYjAoRkhel2xn7TU51fjv0CEFGS0LQOqizqRjihTPgTEXUQ4JsS7CJjP6yULUFY/zJ03DK9Fh5Z1KaDjhDgvCIcR8WaH4WbE8c2A423A9IqwqDFf2cn3A0PcvZn0grgHzAWGNgR4FHMXJyCRCShrl2BPMbF6AnADhE/eJ61JKpY5Ik9RJBWL+jU2QHRm3sJOggJ2wClIvetYXV5Vew8AdXIo0TWpZ/r9eXbuffMo3y91ALJtr121dc/o7nfffdYAvbMDe2CeBzjAvrpnfXb3HnVSUPr3ETmV/qN2Uf3cK6C6xonEAHJzBUWaF5MMduweSsJO6yTeJk7rb+rvubofWfkWksBBJYIzYV7UPdwYsYwB+3HGDsAQcwNZhI7N8mDZQIKAtoDCPcP2Y0lrkGvyCs8e+3MNKNu5W2wx0MsmPpYtlrzPyygeYosBPFpG8Ri22J+/JaN4DFvMdduOAXX1VftFMhBg29SgijfqA3qwDDiwbKCYzxv12fvY+YCTWlhbdqzy2qgPOM8qNylH+TRXcStWueqTrR1uyC8GQMz4CDqh4wqUzVWcSCtOjfW2XL49lJ4EQAbLUv+JT1I9hgINiyx64/FDxvBuFvdtXmvMrB4epKAtKEWVUqQItrDPquFF5oZfkhq/AQhLAbEs9VdwPETkXazL/AKG9TEDScCJwQE1lTQIc8vCfI7aGc+s8ob2qiEDJSueUsBrjJcH0/VYbnqdk0FdBw+mVq7k9Lgcmssn4naf6jJP86istx+oI7nn4M1BnhNQzL8zZCU9TkGiA84FvAS9l1wsPpZLnZywGfwZAwWZsITDotrzIt/ADBQTVeDPF8Kuh11A2UeEw4B4OwFTCxCjFUTkIhb8pT68yWn0+XIBlYIwLxjvZsSbEcPNDsfbKPrkV6ZPFjaZ2YC7/7jWE8MBPnsM+SZQQPDo9Z/fY5IBpx80gF7TZyA554B5jsjHCEyhBf2wyYLPlxygc2Vm59eiKw2veWJZbtw/K2Vq9gy2EmFVz0DuCrDWSSy530DXDlpBuLmVAfhHAt+TtmPPxO48asfYvV8tp/W163ttnVtP0EvX7+jnitqHiCyL2nU2CK/z3XqGRQYn89LTAWXIoM9FQbMCZbW4QRdK3E1IuhdkWr0DqaQrgAsjZ0IxRjlHLOOMi2HGLi11QDZwbEzcGiQDOBnEU1Cfq93s5eklRmOPAadBduwx4JjeCpwbMH5mi/02aiU8YYtd+2am1p6snwd0cgi0MOiNVQYMLD+OVZZbc5VfyPWfxip3+uVPYZX1xb+PqzgfgMS+8QAgUq7g1zxmyPc1oBxUa9xrkM1Yz2QbZqz3mPSkAPKa/SQDxl5S8aFgfHtEfH8A3dwB0yzBOrjpVoEoRl9JXLVhHMBjEj/FyVjidg8EEm8VUZbvaSlVa4wilY536q1iH1FU3mB1m4PMbuA0xtZfEqO6cysRVTdr965W3qqzTgCyAu/OzzO1+5nMhBjVE0ZXnCqpqANGBchqjKeR38BAMCO9rDIR55O5SjBaz6E/yFm+G/BGJ7WwiIE+H3mugJCoBzb6vOkuI0zFgebQuXVDYGApoGNGXApoETaypKBMPVU2uQyiAy9jAO0j0j5KFMW7JMFiphmmRzevGjXcuK19eRZ7yeqhY0E8TgiHGelmj+F6wHQTcXhDmF+pa7gCmSxJUQkIsE7S/CqbtwsAMWVhjY8BlFtH/tSTDw3tdXqAVmkmzHPEMicBx+alwq90OORW25OVUVkBY1cVyG5mA5VJVVyiAtDiZBUrQN48I8j+NVj1gJvR6nk7Ac0gz7V3/7crlHPbfr+B4/V5/t3X7HTdcHk8JhFOQTPXQ5JMvh/6e8k4TDVK39l7OjBvrvsk4Ao1Vlq/HVlBQ9pMBcoZLTDL+pl9/wT0Uhx9fvF8QcIm5yCrGUvAolFLx5gxGtAFIbDOy1dA2YO0FDKmkrALGYEKpvI0htL7UgOcoWOPLWU0/8hVd6xM8r+TXbT128BDbHEFxXqs7tfJnYHeT2WV/XZt7vz7C0DyQ7iKk1UdmcZJ/RDPFkHZZHP7tjbWKxwai8zmAePxHNTTa9VsYA4aIQ6IRwXH7xaMb48I7+/EEG+ehTEGGpAh9YgwDuBxAF+MKPtBQj4PoTG6NbgIK+OrjDIDtKBO5XgnACxfJvEWMTTg1y31xWZ8B7jnXwQ4mos1OxayZzuA4IKdVIBtz2mn2f0UNItvU65gtA0Wjbk25tnuU5MBcGaErBORSZnToIEy6rsYYNVsHKO8BhVUUI0AO5BNKj+x8jINtt6rJDFIHD8oSHb5EWsI7UU7CGV2w5xF7jFLZB1Wt3d5J99S5BYEHgllJMRdRNpFhONQoyrW+yxZmGWbZHlwvAptXQ35DrPILq53GG4G3N1FHN+Y7MLcR+k3TWggLrCAY2WMQ5AOMd4FhAlY1iLmJ57WgJ4g8otZPQqUY5TAH2ZMtQEQaxZWRsr6dqDWVzYDtSYJ8PdX2UbQgEINYLvn1N9dlgaWrR3bZ7c+6QywpVKb3Ume64Kx8wzwn7zaVlt177wGztWIj92zb+W3BpVbIHPjnjbB3kocpHw5bgBtOs2OAGH+9buxgQVdcavf3ucVWOQwkcTrjZcfBa71oOnDtioXKhPNJYgR3xywLBHTEnG569lkS5VxA6pRntV1018CEpI6xvnktk8pmXu9tXGe7GvGdcWBZgPRnjH+FBnFP2xGd7WG2DGXf62PaGAaQK2fZBM8a3PKKpNdCm0ftDbqO3UN92N2FfdYoz4ACJT12wcUsDLJxiI3mYXV2c5YD7bC44z1lEl+THoaANn6vDPgeLwpGN8uGL47IHy4Bd0dW/S1mocOeFHB8W4EX+6QLweUXVRwrHphDbFMWoPKqEZ0sH1A0QAgZRexXAhr3JhQcsZ2envfL7MDx0XBsQXwyKj+hhsIRmWiKKiBnoFjm4C6caF61ADU7ZkGLdFUIPmwnyaRDSLuGdFCcxtTTYWb0Z8/13UENdKedQzW15bGnnt3cv4ckUJQ3VcixDBxlKAcoIh00Ly1E5GgKVANepBALFmNJ+fcxtMQEGZCyBF5CKoXFwBuILwMA8KcEPcJ8XZGOMygowsiswbH62RgeSrViG84zoh3O8S7HdJhwOErAr0mLCxAmIsyFwOADQMuZhLAzEBYCPGwfeunlVrdss7TPlkFx5OC48Wi4q2yWA0eCDI5E68WG1jHNYIOuBlAND2zyim8JMMzxCdgzudZ77XafqBHrStBJ898/3X1tDPY7lx+jnjvz7nnfvX9fT5+sHYAu7uX+12xqLZtKkCYqcmJ9AQOaGDA+k24+1jXRgqWTX5BaKssRe9ODEQFyoVO69J94HhVdqTRLEX6QzhkdTm4F7BwNUydgZ43JvLJwIUcE8brqSfv2s22vXFedqC5glU0+cRSevdvj5VRrNnidv2PX0ZR5WV6rgfT3aTTCCFtY9Lu1E5Df0s7pDq5JMuHPo9Rn2T36UZ9AO51FfexRn1A7ypuW35h8ggBv0GN76ymfoyxXnYs8o9Lg6zpHDjefTcLOH5/Cxwn8LQxW6cgvHlK4HFAudojvxirSzBvgCUGaSwsYxDgRIzqTq2MEvSjjAHLRai6Yc+gevAnO9EAfhZWFkDVx3IQYNyxsDC/xX4kEkDYSdrcvbtyKqyDEYGz6fsUXER7KHs+bQwkv01LaGx6L62gBjr8uFBnv1SPFfPOQajv3HnIqNdpx2JLstoD5IF0HyETMF8AxTxJsEhvzKCKmEFLQIwZcSbQVBBmB2aXItEUM4PGCE4FZQ6gIqyygXHakXi92Eeku4R4M4MOC2iam8yCuWmQa8jsVo4AxI1gEbAeDxN204I4XyDOI8IScMwEvGxjeSVPrePVDmmZI7gQysjike6RoOr3m3oQsQmOD8m5cNvIwlcuBcc004kf4ZNLHMCqGFsnGGflFPeAYz/5s1fr7rNqA2e/j8eI/nw7Rm3bM0/Wntf5bD6nP77GhLxxLqzNu2fxeZa+nXZ5nQHLNgm2/WFGN0EXV4Z6vg7uSA0sn7DVBlz9R03a7hkyebQJiAHlrPWq5rcqtPU386kABGWTC2EqBM8cXg0TYmjLyIWpruoYMFhKRGHCsUQEelLD6Hbixh4DwH3GeRZ62u/vGeTHyygeYou3jt0no1izxfX8Djyj+54/hIyiY4tr3+G2VyCYtS8wO4q2vZJf2OU2XtDHyS+ABpa3WOWPkl88xCo/Qn4B3MMqO2YaQb1VIEi+YGGSlUWWfx9rrCeA24z1HpOeTss2PW4RUBSPwHhdsHs7Y/j2TsDx3UGDTbjRJEZUV25RXbdd7ZFfjVguUtXKVtZVy6XEUF2wgRo4bhpW0aeZ1phcJd5kvDvZQxsM8mDgWIEvobHJmgfQBhxjjbvgHBsDAHGTQ1BRmQULW0osE4wqBbFs3LMHZ/jXQDtVrxBrwzx7RtM2W36bLLHetxrwMUAQ0J9dtD8qCpiDfves55hf6QWV0WcCcgqgUa7BtQBh5iBlFQg0Z4QpgxdZQOQsIJqyugXZi4/pot84D4y8HwQoHzLCcQQds3otkdDVNC/Nj/JWiHLmaiAa3t9iWMRTR5h3cl8izKDKAICgy8kQpgxAnuT5yq6I95RlA8k8uSSdqgUF2QTHM1VPBBuXS9LOECTguAPSvOHdwoNXy6Nos1yzxsDJ9a0dc8t/BTy7favH90Z+6+TBN68mtSfJ2qLeq4Lqdb4ekLtnqu+yPmf1bJvgd30Ldu14XR5aX7t3C+jLn6Xs2b+TexBiVA/9xqB1mmbrI1RjLAhHQXJcFUgmmUztCnihquOvz1HotLy2UgGICLwAzFFAcmmgz0DyOpkEYyri4eGQBywlVmO9p5p8UTzGOM8b5HlpReGA2ckw7pNRPMQW+2OPkVHYO3yqjGLNFstvdMc+WUbR1eWNOuhBrzVcsyuyvshwg7WhLVaZG3NsY8pD8ovaXfIpq/wY+YUUwyNdxeEB+cUDrLLfV+C8x5BsG/O7NtbLTE5ucd5YL+r7/LgkFqyaXDMW88zxt7cI727Ah2ML/FEZV+o8VSBGlJcXWF7uMF8lBRviHcEHGxEg2DOlTAAP5AJwUJVdVGbUKjA74zZnQGRGcAKACKWCXtQgImaAZ6BX6qbsq9d79tgP2voMUL2y+RgGEQgsXiM02bPlsQ0gdSDU8Nfds2ukQvPdvDVgV2nJ+rl8B1KNlVz+dokOjNWADWiAfeHOxVR9V71XxUIRwECgfZTyTOrJIhHiIWL4MAFLETa5QPToAAZmkV7sAvKIKnspibDsApYpIh6LeNlYCsIxS2S+OxKQbCoMB5K5lCbzKeIqkJiRliwu7fIe6uhZAQjJeE6orDibsZ6yYWxR+p58EnAMNNZhkzlegbqOSVVwzIFBc7gf0NSJFk7BoJMJnb22XmDjk5s4OrBW8yDJFxsTRaDVzS2g7O/1qOu4AfcTkGzltbHPt4/1PU5Yb7+5cX7NhzfarJtYd/msVjsqYF8n7l1hsvWfjGq4XMtfv41I4aT+cLLORZ+jEDCRTDDH0tjlQmK0bMad7p26svD9SlEwNAXMSAIsIEzx5TDVQCE+GdgLVLCUgEKE5Yl7sQDwUcZ5cn4PVtu+BoLPeaN4yOjOfj9WRrEGzO03PklGsWaL63H4bQDuXAO/Z2UUW9s+VdDrMIDbPie/WLPK1gweL79AxyrbtT5S330+la1/v8+or7hzHvR+sQGKzagv1ZqqxnXMYoTH4X5jPWpg+LHGeo9JnwyQiehXAP4HAP5Qy/HPmfm/QUT/AoD/HIDf6qn/PDP/zXvzAqpmN8xqkPd2aeD49gAUN0P3EfKMNU4RGBLy1Yj5RULeiQeEmFnAlxnjGTi2gcoF4CgjVfbUH6/g1HTKLPvjzGrQh86rgx9oSJnRUKPhuTxOQKX+LW3AtA7dBr02kDBQ5RkCbOtAq/dlEuApEhIbvQgn0d5UcuLZLBCBwT1A0GlrB9b9e7jBp+pAV/uDMezRvbeBGwVMtQwdeAYU1Kq+WbTFInRcLkUGE3fiPzneLeKJRJ85zFkA81wQ5oiwkwAvFmzFNMrhgkTjvADxUDAMEYkIuNVHmVnkFkADyrVeihMZmmZQLgilYF8KgEtwSALEqU1AoMvEdcCvwJHxpeSMn7PNetduDPQGeQaO641xCpCBBo6XZmxXz+luttrnAY5p922gq0jToc51dg6knoxhtFEX0c7fTA37NXC6BrXo71XP49U29L4rfXX/IGd+O5B57hlPynjj+nWZ1Ek79WW3mQfacZuEeNDLRW3xtNmYx4iTOl+sz9KbRu7ZZOIGjAMkPPsg7iMxBTC4B8ndw/XvLKyzgKelEG7R3FxdDlPnzUIAYETS5V4bmJfy+QHy52yvUPB7n3Fe29+AtGmOa1Q9A68gzCozse3HGt0BuFdGUbfd/v4c1Dw+RUaxZouhhfu9ZRR+2++T4m8dRAXGuk39djeOWpvbANRVbuH6u/Pyi1OWuWjbeoz3iweN+vCw9wvgfqM+AcaEQK4+gZApIJixnU3Q8P2N9R6Tvg+DvAD4LzHz/5mIXgL414joX9Vj/3Vm/q88OiftMMOkfo7NIO/9rTDHBkKI1IeW1roICfpxsQOr+7a8Tyg7kQrEo/jLpaUAFqI5BcDJEwBdct8R8hjcwGVIU4EinRYoEzWDEijos1keYWUkhyZP2ACUcg01PTK3fWbwYkv9lTWz9wDACoLtXSVLghn7NWaMEXJvZFgBgX6HyoKvUtU9QycE9cW1nIx55ibhACCGhFrWYZFGWFi/n78/3F/0HYOw29BJCteAIIAA5mVPGlQlYSBSBrfo6gEDS0GchdkNU0GYIsJeNOa8F1nHciH+ecMCxD2JV5MARCKE26N8m6VNzoh9mAN95iJ8CN0dEXPBvgAcr1AGDUqiNGixMmH3zyrCI2e3n5A+X5sFaic5zwnLnHpvFedeoU74WJYLs0pKSMHyfZIMv59bvenZWOr/rlIH8Oyvq3snRX8eZz+YNq/ZAKSbaQ1SfbsANieS/r5b78frMkTfxs4+irOb2AT/DgR4Ftk/s01grL+qNhAFgLaj5vHGzTj0HGHJdHJvwCIVdF0QgDBkGSJn1cWXe+ri6vkpE5gDFiTchBEpFhAxdnGpoaRNYmHguKg+bG3E95nSZ2uvDDxonOflFZsSCcf0ZrfvPmD8EFsM4Ky++DFssZ3/aG8UHjDXwvkeMgoHoLvCZqD6OK5jObu26oAyowO9fvt+o76HvV/Asjpj1Pex3i/899ky6rtXp3wfq6zscSFG4YCoM2jTIN9nrGf6+I811ntM+mSAzMx/AeAv9PcHIvrXAfzxp2UGpAOQ7iR09Pj2iPDhFjgcRd/ZbgpwUe0LgYYB5eUF8oudAj2uoCMeWUI0K2DMu1jdjIVZCQgSYLns1X1b9cYA+ch1Uk3doMAEAdzUmJDaUa9cm9lMNA+oko4OPMLlGQSYUjYgiaqdjsdSWXBAgaoZkTnwHrK6MDE/yD6QB6PXJDs9sUQZU3dqpY2wnXGgCyIi78JVNlGt2ivg4w5Y1PsUbaCWb2h/Kbfy9FIOb8Qo35ckHPagx9TosETCcqHGNEtAOBbEuYgxHy/AwqBpQVhkkkUl6nN4932o7uHKIHVmjAFDCgjvAeIjVGAFDSvYCqjuZ2GYD0fEt8BFJJR0BeKAo2OLS0DPihn4+EKrtZ+zzRKhguMaBMS7crP24iaAnpWlOfQaVFqBGXb6Y9/2dNPsFTpcohWuy7crgL4+d/s3riG3aHVOvuHB6AnAptXxc8n6CX+uazfmRq5bVSoQTzUb4LafMGzsJ5fP6pyT5/LX8vb9unsZSPbf3pcPuZfUP2EhFLC8j5IM0v4boJCgRoyuHlmBMUReUQiIjDBmcAjgKYAXwPtXBtALEP37sN5nCphpxHt7/h0ALBijVIgGjFEZ5C8BkD/rGKvp043zHIiuLJ6A1KX0uuXHGt35c9nd71ON7trv9TbwKLbYDnbHNoAwt/Nq6vqANZiGglxqQLm2Dw+i3VheQbA+D1keaO1wdU7F3PacD7LK+kxAk1/w/d4vHjLqe4z3i7VPZaC1n8xyTP4GNcxTFvmMsV7UPD7WWO8x6bNokIno1wD+fQD+TwD+SQD/HBH9pwH8bcgM+Lt7r2eRVQwfMsbvmp9jzqUDf2tQif0Oy5s9ppcDwlyQDlnYy4lV1iDgWIJ7BAGfiwE6WV5f9k1zDFZDMQOrfhAB2gBLop0TjSs1hsUwU9AKpeDUG7eZ4VnHSllddsuqBorjQQzPoO/CSQNbOB22PG//wWve2kBPWDAFsRxlZkZFvT8UIE5F5Atw4NTeP/sNG6upBkCx96jvo9LS3nuHG3Atu+ImBkCNjFfP88aBGoIboBqBMU6sBnjAchFE2rILKMciQDkSohngMSNMS2WYgUFlN1T9SeeBUBKjxICSBpSBsGNGKEU0yQAQ1Oc2s7gdzAWIAUipeb6YZoS3N7hMAcAFqMhMgqOBAW6gsZBEE/sB5Izft80yowfH04o53sILhCqpqBXS5EQGdp13lTqp4i4LmDuQBky3637duwUYXftYg9rK+Oj2fcZ2m4B4ZUewCZI3ymc9YfD7Tq5fT0DW55x7Z3Y/V/c4IVW2ymp1XsdQr/XaG3WBMvq+Sss/2CpC5tY2bBJer6UKjtl/JJOMFQM2AZSKXhsFJK+M+bqJG9xvB5InGvAeAtBe7YEUjPVq7LEN8Gud8udO37e9At/POE/2UWWPa57cg+WPMboDUNnITzG6k+OnQPmzGN3Vm6GBYqA7159D62vW51YA3EBpxypbw7LzGPgooz5Y/rTC3J9m1Ac0sPyxPpVPQlrfxyqDkJDrakSTVwRlk8kWxKs8woz1zPju+xjrPZS+91BMRC8A/M8B/BeY+T2A/xaAfwTAPw6Z/f5Xz1z3Z0T0t4noby9318Icf3dEfHcHuj2IKzdWmiRG+Uskf0sRhvRSwPH0Ugy1zL1QyBJUgknAcd4HDXyhjSACed+D405j5+s/6XVuIGVSgB1JPTag/mWtRFbpbaD33h4EPHIHrMHNUM0G13jISG/vEL/5gPj2GuH9HcLdjDDlJnUwcMwsBnt1sHLssLpxW9cJMuCsul6Okg8trCGhuWfR1JCvvocyvlTk2UMWY8Q4FcQjN8Z5DUIA1/kA5rlEtOK+jOzGct+gelMmM7JzQDo3DyJZJz7zJWF6GTG/SphfD5hfjchXo8hsCkQrPGWkuwXDdcbuQ0G6Y11hkMnDckk4viYcvk6Yvt6jvLgADwl14haCzJJ1daObxEXRqdBhQvz2Bhd/ecDlbzP23zCGD4R4IDFO6yQu1AdD+ALps7TZd7eYp9SDY3sPcv/WSZfIeRRNaf3eK4MvR4D0yenVPxqTeECo9YtW9+yfdSOLdRvyebg8w9z+da7UNp6pAmg/uJ47fXWOldEJOF5PAE4mx+i1/+7ZyX/DRzzL2bYNbL/PxoSjuudbCGEm0AzQItvdBMkiKxZzH0jAElqbIYAzSSj7yKBdBhL3dhcOHPfL3mjnFQDHiPluwPXtHu/u9riZRx3EjfVqesovmT5He333bf4k47wqv3CsMdCzxJ5JzqWFp1441H3MhFx0WwFr1n25aCCSEpALIavbvVLza3rkoq75ZJGubft/bJpyzVdAsOznAvmr27byIN231iddnYLfZt32DLLVQ1v5Wl0nx1y7OsnPXW/XVkDun2V7m0t7B+jz13fk9p5WBlyCuBOt5Uu1DDe3dTKU6/H++9i3q99P/y3d9wx1ezFde+knXr3nk14jX9xETfaFbpWjTe5OV0TqhJD7FZB1fb8vfS8GmYgGSMP9HzLz/wIAmPkfuOP/HQD/661rmfnPAfw5ALx89UuuzPHtAXycUF25GdsQCNW8PwhoLhcD5qsmj6gu0kC6L6DsGjtsx/OggFmzE/dvArQ4kC6/a7+pgKcOJjaZ1EGkhpk+l7T/5dVA5t24kYF6C/4BNSZMCnynGcgZ5MMgx6jusaxxsrK5AMUIH56aGOLGLjBCDMgq9TBgDgeSwyz6Xc4swVUSOTac67n19bTcZbDkygJTYfGRvENvFKna6TrTN0DhmOPKMmtwkMp6ZZN/SNlXWczcwHQNcU0Akkhb8kgIO0LcB6TbgOEDEA8LkHUGfMxIZCGJA+ZLgMbG8i57mQgBCSh7jADCzUHqx2wPR/pNYttOKsHIBXR3RPoGuGBW7xaxVqa8bxEerc58qfS52uzuT/+YLXw01uC4uyHapE3BCCdW1s/VC//Onj72EybvH1nzlWZ7ipY3WWH9zevjmy975rfP1oN6/x7lzLek/jfr36qxXd3Ht5mt4yfMsIHt9WlbY4GB243vxb68Vud29dQOh/P38MaX/luz23/ynAyE7PtVUpBr7yp9tEycVZes/bZNalg9w1BkYJdPmeT6LOTuzw0063fkY8DEgzOnYFwNExLlDhx/KQb5c7XXf/SvXXLzgfxw5Lx1+Oi8BjQVRDcmmrl587jP6E6e7dNkFD+o72K/7fcBTUbh2zmv5F3deA/UFdGOCdb9zrPFWVbZtqnfrnm7PlG2n3ZIa6D3NV6N8pjuNdZrGvmVVhmPM9bLyiI/Jn0fLxYE4L8L4F9n5v+a2/9Hqp0CgP84gP/7g3nlgvDutoaP7vwcu2h5NA6yfL0sABHKmFAG1GVNFHkj8XJAFZhVH8UFdXneQJQxlaLvRfV0YUZh9d7c/6YsANCusTzkObgt2QdWAKwXc9NJm4cLKQPNuwCAspcXCfFqh3iYgCNLWeQMOjCIFiAGcAhAVHM5Y8iHRldL9Dnx4CCGjEAXLc+YbFJGdiBhblRqUTio3hkIc1G2GipBaQVkbDMtRd6JASQShpW4BlupA1PpwS+g3yYa6AaCPZsDXiFLo5fQ3ah65oAG3Ku0Qwf0bJIai2ioE4t4WBTUC0gWOUkCx6DMtDw3JyBHwhEAID7qxgCE62N7pRCahwv7FrkApYCXRZavAiF+C+wLA7gAOIKYMBcg77gBhi832H62NiuutkJlQWpag2T3zRuQc9+dVtf4gcYPNiuGubsWlqcHO233SXIgcN2uu8Tb15/4Qta27Nu1PU59j9zKwgawChyDA5IGdFdGeJ0tgCub+nge8FLbXj/zumwMpJ8wzkA3EfbvCaB7dvb3dA+1niR01aK49/YHfZ9bXKbkNMj1JazvlD6JA9TfMtcPwAU9SNaQ05v1FBvbWs9nDLi2XRcScW/vwkt/CRb5c7bXGmp6wzgPcKAX1IH9NbNXjfNW4Nczyff5Ll4b3dnvx/ouPtEWAxUYt7ZwXkZxoi2uN9zYht/GqYzC5bXur2h9vE6+4NoptWrsQDEpCDapgg7ufV/3WPmFXW/XuKw+RX4BtGu9j+THyi8AiI9HAMHAL7XIeL28YttYr3P79knGevhBGOR/EsB/CsD/jYj+L7rvnwfwzxDRP67l+HcB/OcfyoiUYcM8V1F3TebBIiXAlraPSWUX+lFYwVaAglaTC6BFr2OADTwnp2f1g5oyNRyhutz2LDZxc/2yPrz768boGrzDeSqQQYH0t7CsZoxn19NSEAo0AiCwvBhAd3sEdW1HSwZYw2zHICxlCPKbtCI7+UU6FMRbcT1WxoQyynI4mWEd7LkENOcdQDkgHiSUczIjSWO4CShjlDJM4gNUnksNCTMDzALSNapfnEQqk0dqvqFtsHWAwKLyycShDZ6cmhSmXqMEbAUdZiTodN8iG5H9JUEmTwOBo0RKHD5QlasQMzAVxJBREiFFVlCt+CwBfKmVQDXLuxAQboLM/g2tK2NswUNMm8wxCLOPCfEtsAdAZY+wJBxmwvSKUHY2efr8g62mz9ZmDbRuegmw+kxoS9a1jhtqhOvw9XDBCdC1weYs/nDtbotJ7u7jn8Nde1++J789SFxvu7xJA2P4d6gMrwfKcPvtdA+O13+3+nVfPqv38SC9gnasBs9zeXmgvs7bvc/6GDFqSPXucxK6z38iV9Gu0LPxlG3JWG5YEmvbX9UhBb5MaJpkzZALISRGoayGezqx04H8JPkyYfQgmXXp+CKgjIR9nL+kzOLztVc0JtjYY+DUOK8tXTfjPO/azcss2r5Tttgzzj8UW9yO4dPYYqz26d+PZYt93hUo22quA72+L2hMcDv+OFa5gV6/bZPWh1jl2tS1YVb8UgGzvsejWWUrxuZT2a6384Peq0DYbJlcBRRu+uQHjfUody7fzFgvI3Qs8jljvei1o/ek7+PF4v9o5bNKD/hj3EiFgWWRTtA8M6wSpQS+2MnvQ4s0UY3qAJQUquuveCw6gEulMWCcvbcKyIeUWRtrJWcwqGM3qju31ZKq+CJeNSigLrNWvSXZ4K/nmRRh5qZPZAGS8ZBVGxtQdlHBoN7DXIyVIu7EiEBJJw0xNKMxA+IAwjEjvrsT3faLC9BFAiWLoNe011AwX4hQRtH3xaPokSkXMW47ZmGrlwS6SEKKhSBlkRlhEjdqJQXwYO8lvqJDEH/MHjRsgWMDHKbHLlG/q4aqDXkFrus31IbodJUUING7HCjnCMwXBKYAjgnxLohx5yQBQjARwlgw3ALiWgOYA1UL++VCVwaiBKLZRUIkAo5TrWtYMnjJ6Hx3m3Y+E+g4Ib4j7ADQskOcEsIUML0i5AsJgf4l0mdts0DPHOM0Z1n6rh/JHaDTfYBbvpc2aMD4rJHcqvOXdrYBktdA2P32gO3s+bbb1ztXV6trRK0jdbJtde8MmKxjnQ1kaO8TFj3PysQArl3onxVoul5qz7i2e6h5WJ7nwK3u66Ljbdx3zTBXMMyrMnX3Ibvf6jjTKo9VvljEKl7Ajq7QVZdvCqQDQDPA0M7bQAND/C+nAg6McgQwBzGI9emcRU4HklPVV84l4MUYxQ3cfZacn5g+Z3uVOUszzgO8frMHvV3kPGyD3ibP6Bnnjj3u/rbjn+yiDajAuH65Cn5b/h6g3uuizW/7gjJQ7LY9gH6QLV6DaTvPxlmrs55Vxunxs6xyfVwHlB3ofZBV7vJ/2FXcQ6zyY13FITTXbt5bRjW+455p3jLWqysVtOXyrflLPmesJwFD5PzHpKcRSQ8OFHNRkFwU4QBICXy5R3mxF3+2MUqwEJaBpNZli3y3qKxAW2UZgnhrMBAGbAzm9vcU8Eo9lJG06/i5aWfrDG01iNbKboNikQAjQY3YOArbHWYJcBFvJiAzQgooU5T8DrP4g14WYdIBIGcwBYBn1d4JWKYUQXlXG0GYFtD7a3ApCCEgXiRwGkQWooNclVvoM5ZICIlQMgEIgr8XcTOHhUEDV52ljQsha5kfZ4QlglMAmWs7ViPBzAiufP1gKLpkqmVo5Vc9jGjZcS1jrpbvMlg7H9JA30mtAU8Qv8cTAlKSFYehLOBcFJwwiItqngOAgIWFXecI5AvgGEJdrdgRIb0H+DiBctG6qXrx6BxKmzGfSmXizYQd68RoGnB3VJC8x48gbbST9eEAYNDOeoFrqBvXGditKzp8OpA9lNaDnW6eI/f8fg/QTu5V2257Vg4NGIcavQ2VOWWSyd1ZJlrzrbvcY3dyitxfcwIg18fsnd25dYLO7bz6zizPz9YXWPuyMdaBXvi/WP3GRt7rZ94ADY8cpxpIZhtUGTyQe0k9x+QW5sxJ2WbWyVyIDNpn+UxmIIt7nsO/KxOwyBB8lwk5B0z7iKtxxi4tZzJ4OsmY4LVxXmWN0Rvnbbl2k+1eUrG+1kCvTCQIW2wx9JxPddEmx6HQwfcrGzKK+7aBrj5uumhjNz76sfyh4z5v69/YgLA+KzWgbJPjx7DKD7qKW4Hg+ro1/7VPZdSOo2arnYEH8Nus8sMhrQUGSH6FNYqeB8PcWGQByyKvaGyyRcLLVW6x5fLNR9br5RYaWU+Di8RHrtI+EYCMU2mFSzQOyK8uMH21Q7pZEGMAckZYCuJU1LAOQGGZH5fmQaFGz6uaW0glUH+bPvx0r39Fu97XIwfeuj41WONtx22wN7kAFUY8MIbrBeGYUXYR05uEEgnxLiNeH0G3R516DfIuSwEdJ/A0i5bVpBXMAIoMyDrd48KgEBCOe1AZAWbQMYPv7sC5IKSElKKWxwBWV2n6AZoOmqEsKaEEAlROkYiEvU6hAvsuFWGaUSABOrJ6FtEpapxaOGnADZpMCgS4gmEQatQ8Dk3DXQGUgnMO7ZvBdKDrwdm+B9r344Cmi0ZAyLGGH2cSvbV5IJB/gh7yTq5d9ibniQDJhCS9A3B3FCa/MvtmqJfBWfmYILpuLjKhSEvB5VSQ7gYcbiOOr85RWU8wnQFrHBgYC+IuoywEXmI9x6LsrT1XdMkhLF63tfX9PLj1P3jjKreL3aln83apJHR+ug0g1/5AZVUgSNtygHP9rP4+YQ2CrY0QVDqAU3C9etXKEPvXZkcgnLl/XW05884nhpF+04rZsdwdU756Tj7zDvX+bnvrg1cADHEPBeIqpfMPRpmASUEyF1BCBcmFgBgLsEcDyev7rWch6zqeCaVEHAshLwHTPuFinPGUU9Ugbxjn2f61cZ7sb94MAA+E23k9U9xLK8zbgTwDsMUOt3OBz8IW15vpdgd4Vx2AgWJ/jTv3Y9nimju7891tqwTB+gyWnQaEbWWnO3+DVX6UqzjLwMBLd6922G93ALve8jGssuV36iouhiJ+zlmY4+hY5EKNTe5cBUKBMXHHIosXGW6sM6guSpuEwoz1YmWTQ2WRM344DfLnS8qqUQxgY9x8DdmNmN/scXyTgMIYzCCqFMSDuIsKc2lLkFDWmATgwoMmG0QYCmqbQZ4Pf8wF8BHgaoUvbVOe73RA2AqjTJkx3BSMb4+I31yD5gX5p69x/ErkIvGQET7cAXcHiQ44DsLCWhkAzeCrZh6a310AmGbw9YLw4gJhFhqSZmFGMc/gmxsQgBQJPASUIQnDAu7YsQbwtXMaCEW9UYRjlkZWw3YLmKaFqpFa7zvZ5BwAFkaYUIFonUQQKwNM9QMxmV6875Q4SidJ90yoigPufrm7/3CoOuVlB9CLiDCFmm9h+Wa0FAw39gyi886j5Fd2wPSaAERw2GFPIrcIzOJ6qtIFdkO1HgTaSkUBQl5Ac8Z+yoiHEcPt02iW3ysFIIwZMWUwx34lJfveF72XhrUBnKZ6fJ1cuxYgfaZerMGZrwc+7437IgBllD4iHprf8wbIN57HbZ/gvQ0ASJ6Ftr5I710NkFfPvlkeNihb95m5u1V1/0ju3K13JzemZjQCAH1RrpUFPu9zILc7Z/VONf+N6+uQoEw9gZoMxFLQVaaFKqBiFCACFAQkZwQByReMTEmMTe1+fsaxhfQryGLwIitLhYVNfurJG+cZQFgb53USCvSa47Vrt/68DeM+A7xowPgxbHHdht+GtPEOzD5BtvjkfN12dd5ApqXGKlN91EexytaGPatcH6ZDuA30rrYrUNc8P4ZVNpObjkVebdc89T2NVbZvXJiqsV7HJlOTV/jolZkYgbk31IMZ61l97tnjSFnrfqnGenHdcZ1JT2Mkrr2tzEhqX6mguby8wPQ6YdmJbpNjUCkBIx5yq0jqqYBjaGGfAXQeKdzAwNCBiKm5fHMDjA+3TMzV169oDXsts13rJQtxbq7bqADDhxnpL9+i/PYbcAigV5d1IIp3M3AnLu5Ia14ZI3ifkFgCVOD2ILpWE3R5h/s5g49HcM6ItwfEu0t5z2kWbxclClA+HBCuR8T9IHpt/xKEfkKg71LLkiFSidmi+qnRGxGohJ5RdhMHsqAtig/zLtblZ1pkXzHCFcrk278EuU41mXVwNXdv+qzVOI/sG6CxY04PWkGYgg/ziDFfADGJgWOJAszDAgw3skqRbg0VBeBKmeQEZAPJpCA5EFIk0O1Ryt7rHHn13QqDVKNLOYPeLxinBeG4w48mdWjJ/U2lvlvd55Abaf1qE88VG2Nnum+8eW/0xzviz/YFqRjrQWx9/lb+4vWGwWr2wObXeNV01l42xMZAjUM3QLPd2/KIudcdM6EqzOqqVrW3WKPrvgz8d2Ci6inHJBS1r1sDb5+sqprhsrU7u849+3rbr/LYewIrQH/ue3rAcg/ApizydnYR3KXspP9AYKGIp6D3F6dxFKXjz1lAMu0XLBQVJFMFACc3PCkfBQqFUOaA6YkMpWcTozPOA7BpnCf7m3Helms3S2udsd7Ggd+VoV5x4NeB3afuou3scdx3vt9uoLKxxq1N1ebL/vgZVnnjeCUaHmXUZ8/Tb9e86/W2vXIVB8uKKli6z1WcmkTVwBzGHBPQMcHeWM8M8rzLt8Ym01mXb2Ko17xe9MZ6kipQPmtw0Ken0aqJQGpkBriKFwBc7DF/dYHpSo4FU38r0yyMpgK5XUTeBeQd1Uh3QYNZ+AFtXbGrqyLWjje7zt4NPhYIowwkJbfq0L1sw4zwABvgGOEwg999QLm9RXz9Cnk/iMeEu4JwN/f+n2eRU+SLhDldIKWA8GGUKG5Lbl4S1GMCH47geQGNA3gcROIwS150cQHa64OmBA6EcFwQ7+Tzmzabg2ihrcGxY9DDwghTQbxbQMeMsk/APjavHJ0fZ/mmBpipcPOCEcQ3KZm7ODWKpKwNBtLQvfcPJtFzBjQQJZOe5sGkGjvqPwPEFXS4TqZprwWEUEDtGYglyMiyJ5ngcKj66XgoGAm1wpQdUAYBycc3pMaEI/ZjwPBtQLgh+V6mPVb3hJ4+4CSu+sJxBk0TkDPSl/Ni8XmTB8QO0HBk0CgcE1eXWtzeO3Ad/MRFlwPH3Dcrf6+K/9YH7d7r/dS3v4bUtm6wdb28C6snk7p6JLJ02OSrnl4kE1bvLVCQa7IfDxQ9OJZyaPVYQrGi6pnh6jgBYG6Drfkob/W7BwkhN+mUjWm1HM2IGahtaWuC0Uk+7Hn0L8PtXxdnG0O3k/8O1ge7a9YscpNpuH7F5cMBwsLbva0Mj0Hrm3pW1qifmQNiKhguZiwhgY+xGV3bC/pn9Q9iz66TrzI/bQaZgRb0Y2WcV6PnrYzztly7tet7Jln2O4bZFd1aPvFYGcVHs8Xu3O7F2YFit++EDYad2+f9aLa4u36Vt5M6VKxR27DbrmVmx6m+YmWV6zYaUPYAmAzA4pRV9p2oA7223UD3OVdxdnO7ZevU7JlIEb3JMJia3UBUAM1khnfa/1i9oTWb3Fy+CZv8GJdvAp5lf1kZ68n+uDkAnKanAZBDAHZj82ARIzAk8JBQXl/i+NWAPALDnXhVsCV+lIIwZwEZQ0DehRpBTfz42kDcvDWwrabVwYFqZyfgmFuD1GtqJ79uCBbIgtQdmA5WYRH2uCa1dEcQOUTY7UBff4XjH+yRB2B8zxpaO4sruxAk+tq7O3AMWK4S5td7pCEiHGQ5HksGzQtoEmBNQwJd7IE3r5B/8gJlFxHLDB4HYByqG7jK8hKJQRlibSSUuQYsYVLwpq8RZsbwfkL87gY0zaCXV2rwR6CFkW70uYgU9DkQSASKpOXOCLmAFzQAzZDvnql1EqTaTAMS2lj9gA9wZbbtGvNNXTsSmxS5b2feBkyuEcDaoVNlB43VziMQ9kFZcEa6K1WTvGTxalFGoIzCJLOGpr6IhGEICLezfCcAVIq6J5Sy5xjBY0IZo0yqbg+g49z7U36ySaOT1f7XeRUYC0Lkbnm1Jpv4FADORVxleU0Hb+dvgNkTRtKDl4f6vfvOXQG9CmK1/RvohQGxzvCNq1aeWVYhyOZDodUp+GdXcB0n1QoHqm2wA8e+7/EDFlBXThrQZHfM+qj2rIVkckoF4qGmgk7Uvs6//5oV6wvIfR4PZEv7RkwOYJ9L/p22vp8+Wx28AXUvKBfwKm/SulVBBQDM4rmmMslaTnkRkDxezJgI4ClIvdT6uMmwB4BiAedQl6affmogeG2cBzRw643zAOdJANTOw9ptW2+c1+mKt/aVf7jZ4s024wGvA6UV6AKujrdTHsMqt+vPG/UJ0dQA9P2scgPlj2KVjUXWDoNJvFZVd3BMQnzZt1RwTEBnrNcmXc1YL4Af5fINsFWOZqxnUOfEWA8/Ng1yDOCri+bGLAbwbkC+HDC9GTG9UPZ45gpIqTBwmAVk7AKWfcT8ImK+ErAaJ1R2x5bzS1QphYIi0wYXUAXMzacpSyfrJQfUe1UwH8sl6oypMOLE1aCsstiLgM4yBMQXl0Ag5K+ucHwdkUd9l2JL+CS+c49H4O4OqTCYXghIfjEg7qJMEorIFmhaQIcZYAbvByyvLzC/SOJV4pjBe9EyI4QavETkDlY49uwK9pWNIkAMBJVRiceMcJgl0uHhgBAC0u0o5TBlxJsZWNSAb0zVVZmxyiUFUGDQJMw2xdDcmTGr4ZZDACzXxowq86j7uf7UMjMwQ91qAIAqqzCNJ/zSOKOxUDouki11H+y5CfMlACbESXTkw01GmBnTEkAFmFk8T5QETK9I5TcJ+4GQbgbEw4JwN4AOYjhp/3iXkC8Tln0U134h1OAiTz4R1PWhdaYFiAwaCkJqgKEyyK4Dlp/G/kMY5QABlOfuBXTgaQ3k/Gn129vktsjGCbA+l6waegmBr08rDy4yeBCCeVkpEIYjkQJfNDYmtOcNVi9ZJUYF4NwMUu0dOqDqy8GB5yo9cGDUh4KvqynBHnh1LqunBw9012VIWMnONsAxt3HXs+b3lnPDuvWd7Z42KPfXuT6iRtbkFowFALQucSDxpFIIWLmAYxagnLN0EruLGXNMKHPQeutmD/WjAZQKQipn1SlPNXnjvJPoeY49lv3NOO8+125bxnkAOulF0xnbv6Yvfuou2gj3nW/bOtat7ted66qR1xM/llVm+OPkjvPp+Y9hlWuxOaC8Ar22XUE3P+wqDkAFxfKtuR4zFtkM9RhNciFu23TMRa91b4rE8y7fzFhPDPVOjfUkxHTv8u0x6UkAZI6E5atLZTSBMkTki4jlMmC+DCiDdO6yXK6t7DiBSgKu9sgKjqcXJGGFs7C4nTZO/1YABUJUMBi8NAAOQKGv5KYvzoPuXxRU10h6rVNnXbav0fUIKLuIcnWBMM2gOYuLOFLAHYIwyLfiLojnBeFiD7o9IN7tUEaRj3ByD8eMsIwKlEsty6hSiHA7aXAPEo8JOmjQrOzznEEKaoX5JfjoeNIunJcQM45Uo0CaM9ItRM5RCniI4F2U94wOANXnRdXkhlyESSAD0QwgKMOM2jDbsnUDJ4BMPqo0RDu2yhyvCVhuoKak1jfUCZFda2PnAsRi99BJUQTikURmc52RbrP6ao4VJZRR8p9fAKwTkmEfkA4R4TggHmXFwxj6fDlgfplE53qI4CGB8uMcmP/eUwBol8FFWf/ACJERQkEpoYUSruCYG4NaSP9hc+KDtqslApQAlGMr0HQW9K5Qcee72YEyf7qNXVZvOAJhEYa8Mr/dIKkde5S+hyo4Ey8LFcQCgDMqq8BbKA2RMZkkyA94Vn99f6ZexU76qtW7+evs2YNdWwc5wLxvrNMJG+a3Id+k3pbdfWzTPdMm2PXP6/Lh1XY9xQMkfwqtzi2uv8i6ulGo+klmUk5UHzAvMrzu9hPmGFFylKFG62pdSUsFccgy6Ovkj8u5l3o6idHYY0tbxnl1f9UcmyxjQ1LhrrVPsmWcB/3LNtsDACYNAOPB7I/I6E6vvZ+Jdm2hglQ0QFu3e1Dag+iNbUYHsuU4nzn/AaM+62scMdXJL1bbDxr1VSDOnZymRuGrwFnO6Vy+4WFjvXtdvkFkFnLtyljPQLYz1ntMehIAuSTC8atRlykFMOZR/pUEgEWyEJYWIpmnGTQk8E7B8cuArLZNTfrgQBNq/YMxIaVQk1RourfctPKxTF9ap87oIuIZODTG21xCyYBVhIH9Bti9e4HpRcByGcCXe/CygI9HIETEF1egVy/B+xE0Z8TDAk5D9dDgZR+0MOLdDLqb9HlYtK+zjISUzJIFwk4uGbwsCCEgpAQkAWc8DuAhNoBpjGsM4tGDSJ4niJTAXOuBqEoFyhjUIwWEKV6kRQuLW6oMowCIpie327Hci4MsrVTmzL4PtVUAM5LsDO+AyrhJqGipB+aurdaB0jqqk++r8gu7HyAgOe8InICjVpDhOiMeM3bvANILFhYPF/MVY7mEegwIYsj4KlYAFBZhF/NOJ3QzY3gfRAYDNFb7CSciRtqpDzHr0EpAzkFBs3b2btAzLwJ14DC5hU2EPLDqbqb7VyC5Ht4AhusTqlTC9q3O8Ti6I6VsUMkQzwiQZw0zquTCJpDiC7ztD1nCnK/fAQRdqRAwbff1Uog1YKxSivUzk9Wz9Tu39wi6SmYDcv0eLg9fJtX1pRk5V61v0ynbs4jNANrEon+Ermw9W9wRD25/ZarW80Q7fwOLnuQFtL4BkEBFIJRB+5SZZDgdC0ASZU+8rQDLEjEMGTlwtdJvgzyQUkaMBTm3un4W9D+xVFlj9MZ5pk1eG+dtuXaTfE6N84AGgr1xXtvf6p0AZ3SM8Y9SRuGO37uNNt7cyxQbKaSg9CyoruXqj/+ejfoCQAqQWB/ODPaYm8xCXLzJNzMmGWhg+CFjPelqPbvcu3zzxnrZscjeWC9zqPd9KD0JgMyBcHwdaudbjcN04AyLSBcoc/3YNA7gqwvMLwbMV0Fcb6nFtoHRNatQGSHXYfvOHnD1hyFLv3CDogYFyaOCdJJ7euBdklQuAUMt43gsSO+OoPc3yNc3CPMimt6fJuSRsLzaI718AY4RtNsBf/AVyk4mDTSrj+RFQxbrPjoqE3w4gm8PYgQWBLwzIL9NBNkVeGkBLJYFWBbJ5zi1czxIiwGsIJuWDDM0s+iDMmmQKIbmXi/MohcPc0Y4LMBSGvAmQjS9MpEyiwTKEUwJrJW9smc2YFtEO4bUhToTRmN/K6gXXTDpUinl1mnZQO7BcHCMXB71MXOf5zLKM5QYUCIwvhfpyfiOASSps68Iy0t5V8oRYRKPF2VQCc5Ri3eAegAB0q38Bsm3Q3hc4/19JmYBxP1yKKruTPZRN0gYGycRHLktj6/Asf1dN18/UeryNeC3assAmi4a9wBp99vLbzgyEIBwJDfBbVmEuWl4qQDp0K43EC2V1eWteZiU58RdYR30V7tPCgPVV3u3072f9yphRq3r5L3u+LZGWQc8n6UjBSr41oHP7teBYl++9pju+toNK3jiyOKVQpdhT4J4rL5RvzrVf2Trk/25ZCtTgUGTgWQAKWO3m0EAjlMCM2EYcgV/Fi0MAFIoIGJEYsxTQqF1KT3NZOPYlnGe7D81zuv2G1juzqOTc4w9BgDPFvp9vUyCmgxLHnR1HK7y27aCYrft87sfvH4hGcV6G27bPXolZqzfoHPbDZTeC6rtdvX4DyC/sBfbAuXc8jthjqnXJX+qsV7U4CDe5RuwZazn9ztjPSo/Mg0yCUNXByD9qOY1QiLjiRcFFAYPCXj9Assbdf+2p2qpXpkH68AXA3CA6Yqj0w7Wjr007V+nUdUKJF4cWPPkdo6190id5tg8WJREiIeC4d0R8XfvUL57C54XlMKI395g99M9ppcB8+sR8ec/Rbg9gFNEudqLUdfNEXScQYEQvmPxZ6yglucFZZoBLhJF7+oSdHEhjLBnjS3ZYDwOKLsBSIo2swHuqTLPvCziV3lZhHXW4Bc8DnIvlcNgN4JSAGuhEjNKbB0szVmY7VLEAJEImOeqsyUF22BGGAeALlDG0AY0QF1tNTBsjHGcGRnUwlpDQAkzQCp3IAbCRLUzqAxhkDyLuu+yukMA8iDg34wtiQnLhQDnvJO6WsaAkgi7txnpkDG+W8CUcPyKwLsC2mcsNwH5Wma/eafL9OpdI+8dYGLCcqnRB0uput6nnQhlOV1u8Ut9dWnaBsWs+wKDsl+bXyUtl4otbfDpb9/99exUHTg8OFpLfbYQuB+H1c1gOJIAXUjdibZIE6B+wRlR5Vwlan2zSToB8ehA6AbIlcm0DaxnWGKYN55mI2F5Sn1qqylGMNg3MImXgHhWqUg7t5qtuXf37O16ibhLhkkLOi2pHepW46xaFMgk1wD8CoiwdkkiZ6H+W5GVu4Fg/9Dt5tWNHbQpDbJyQUXYrHqJgmTaLxhixpiy3I6bSzLoNpEEPDCgl2JBTAVlpsqUPfX0GOO8njXuXbutjfPseiuzjk12+zqPFYDbdvXGA2N3fs1M/z5lGcXJ5Jb79lNBJNx5BmDp3HYDyg+DavxA8gt7Id1Wj1RrQAxuMou1sR6oBQshfIKxHq1cvn2ksd6PS4OsANbcsbWOl6u0IkyMOKvXiiEiX+5x/HrEckHKOqBZbWvF9X6Liy1fZBe4Am2gkI2mSbWKKTrhVtFtaZSj1LQSpUaakU06FoQjg5NIReJUsPvmgPjbdyjffAuexONEuLwEYhAJAoD5RUD66gIpKli8OYA+3ICnqfUHk4ScZtWpUoziveLyAvj6DfKbS+SrAVllDubHWCYebaAsVb6iUpCFEY/qxu1YEKaMcFwQ7maEuyNwOIJnRQmFFTQzcDgipCia5BQRYgCGhLIfUS5Up7xoQRtgV+8bWHJjuM1t3X4HuhoBGlodYEYJoU5AZF/tL7qB0wwNQxZwnHd0Mkj7OgfVHaOoflR77uo3lgDvJUNYaa4gOe8IZSDsvyOkm4zdu4zdW8LdTQSPBRxZ6mcAODHCtQ40qYEpQKLyzZck8hYt46efuHZ6uinfwQ1yrDpjAPKyi0lIWrCNjpWt31J6ch/lzY+btrLQnqSBYk969I+7AjB+MxiAdHkkruC4rjyYy0ibYA2o4NmM4Lzvc9m/gYr1XnGSyJoitSg920RQWZNeYh5mCjc5USKRHKVQgbLo5blOKOst7R1qhFF9TyLxVZpQJwX1/PuSB+KryYo9/xaoXrfbDlQUqvr88/ddDfYrMEVoUbysIoh9AfcgXts9TYQ8xQ7g5RxgflxtgA+hIIZ+UE0pI2dCzrF5y3jC6THGeXIe3evazc55rHGe7Le+gep5tZIYiFVj2nYRXP1Yg2c8Arz+HmQUvPpt276+Wz9HLh+/vT5OkkED2U9EfgE07OzLwzXM+4z1DLgyHm+sVydudOry7WON9R6TngRArswgpFyLY3ANHIe5AFk1yvuE+dWA6UWocgcAdXZkvoy9rhFw37SgDmLVOMUqYWB4F2XeMKYoyx2ysC4CQhsIixMjXWfBAkk0p+PbGel3H1C+fSt+ii8uEN68Br+6QrkQw63xPQlIPSygmwPo7ojy/gPK4QgaB9CLK2FtxxF4cdXc4F3sUK52mF6NOL5JFRBKmGiow3xoCG2qzBxpOUInDGExzV/sJgLpUJDuJBhLNTA7ZvHZe5iAaRZgO8/yT3vEOI4ILy7AYwIyC6NNJOxozg0cx6iurQpMtnFaL1oLJJ3xdrNxfT/7/kIbCdMXDzLgx8l0yAIcah+8ZqnVzVYFSgYcNGywSS7KCMwDq3s3Qt5FXP4WSNcZu7eM/W8DDhhE66hAJMyEMEEnaK3zteNlIJQhIibnJuDHmgo1cGyFLdQBaAktkp4l0musA3CJ1+cBXrWwndo47Ca83Az01kDOgrXo8RJ7cGxBP4IpkBIANRo26YUZBhuwNQ837Hz1GgiPUz8ZNaZXnocc+KTapoxhtkKhXIAjqgN8WGTLIag/bqrh4Dmadp9agB4bCytrbezOutDRgeDaxtZgfn1+PbhR3hvAuZ5b9HbVO4W7lw3Q5rvZuRn0D+HbNIzJ8s3KOpAo9+NDxM3dDnknsx0fwMKY5BCokw/lIiyWn5g95cRorq0+xjgPwKmkYutaftg4r5u4MDoA7ZneBlb7bf+tn5yM4l6wjQ1Qir5dwe3nhmXOMb8Glu4F1faYK5At23x6/mPkF7Bndg9mHbJNinT7nLGegWFvrAcYcL7fWC+aizduLt8AfJSxXgYh/qgAsqa6JMo6kMwQcDyJ71lOATkFLBdRdMcVELZrWVnE6jkioWdTuA1idi/rtEsCACdAN5ANyYMDVZdtgWV53sBZnBhRfeSWQXwDD7cL0rc3wO0diAj06gXw1WssX79A2SXEw4Lxm1uM30CkCN+9R7m+QTmIUDW8fgm8eQW+2qMMEWWXsFxElJ3z+Xwlfp9FKwmkO7ekylIePBCm18ByJceGa0K6NZ2wA5sE5AFYLkkNHqMAgzkhzEA8MtKBMdzJu6ZDRjgK21z10NMsQU6u78SI0rTLMtqIhtk0zTHqwB4AHsG7EWWM+o1EOiHfkhE1KJ0B3PWgXFllIhA0sMdRBskwtZUAYXNRdZlYqE0iCOKRxHzxFhlEqxeLGVU/W/aMeaeyi5FQYsTVbwjpUHDxG7kRR1liD5N5YWEYE2ngmJXJqqDhR+EDeZVsIPCSCgPH3B9HRhs4rFMvrcM2ecl6cnsCQKwjt8HvDECxgYUBIDiQDKiXCc3D+ovIiMfmlaZ7liATnHDQ/VknYjPXOhkWaSO0MCzADICO5SVnnyB9SlHtuXsJIuSdaPqJ1c2iSsyCrcpYsaYAHgOKuk700gtzS2n9YEmun3VGgcRSvw1A1/ZlK2xaX+ukdbVvzSKTgt0qo1h9HzcutlcuQMiufWvnTO4atN3dAG+Z1X7AJqYZEu2OGDxw9xxVn87AdDOCGQiBkRfhsAJJpEvz+2paSVs5CfobBl6edJIHfEzkvC3jvC4inoFeoILhh4zz1uGGezBsDRTaFvvtc2ww4MHrGXB79ny//RlkFGe21yD5HFNcx2C461wxdQC4nt+A8r2gun4Pt22M9HpFxoHw2gbr8ypQtk7XwLGVv72sbrPedG2sV+UWbGTRR0bWoxY45DHGesBpZD1f/+9LTwcgk4AZA6ZxYmFYlgZ28z6CI7DsW7Q8ANWlj7AuYozCJDIIGxiIG0gCoFHv0HX4VW6hFSKgaQJZn6/JOMyPskRci8cCjoTpTQJlxu7bGcO3t8K0XuyBF5fAOGD56hJ5F2XAe3cLfPceOB7Fg4VqfcPrl8BXrzH/4SvMLwep/xE4vIk4fB3UQ4Is8eYLBkdGuibsjw6IwQYcxrIn5IuA6Y1cF++AeGAMN1zdWFVPG5rml4TpjcgEwkygrNHupqCgLyLMg7Dmd0A6MNKhIN4VDNcL4s0EmkRKQdMsrLFRBhoMBSmKVGVMYJ0AGEAGbHAlxLkBghKpGuSZy6reVRg3PTkJY3zi7k+/uZyrxks2wSKAk7V17dR1m45KwifCcskoFwXlAuAhiFcPCth/xxivpZ4te0K6020Ay04mVXXSNWh9VwANhkwcfkQsMpEasjKcz2M4hAUpxqx1aMXiGhkiG4AxvdVFlwdR3F3a8jh5JreTVueRAShnR6DnVnDsDTq5fS9A25d6qvDhzc2QeLhWIAvA/IrniyS3UGPPsiOUMcqE87oIiC5FJg+6klIAWPh2JlmBQBGjV6zcUgZm8Zq3j8gXwQXLobrCYn2hGabapA9w+mbzm+zLDj3g7L6p67NtX52Y20BuIBlusNdy6JLdszgwgJaZB8wCmt3328imHjNGOgM8ApxKA2TsnmMmzHcDQirNM0WUwZRiK++ogDm7OkGBu6J5qumxkfPk3H55u+7zTLI/x1XJLeM8OeDKfb3dAWZ0+x/FFrtru/7kLIBdAerNvFfb7vz7wPrWMcCBzy0Qa33Wqr86xypvMb+kF/QgenWuPdLq2gflF/aCBPFiVVljVKBcZRaKm41FNua41gs3M/4YY71eXrFy+Xavsd5pZL3owc496XsDZCL6uwA+QExwFmb+9xPR1wD+JwB+DeDvAvinmfm7+/KpnSdkAJJlSIucB2FTRkI2RiRSBUKVibPC1aVxYYSoB38MB6bdOL7u4QjqPkk10L7SA/ps4raEsoDxw1cReQdcfFOQPhxBN3cig7gcUcZUfRgP7w6I316D338QV2xDQri6BF9dgF9cYPpqj7ufjji+knccbqTy5p0EpJjeMJZLlkANBNCREBZCPHKN4GcNJh5E51iShE/Oe2FW0x1juCtgoipTEbBbEOeA+WXE8acMvJyRpyjL4sboZJLBPJNIB45AuguIRwHP6XbAeL3H+D5j+DALWL49ipcMC4RRimtFJOz4Vaq+jUnF+VADPV+fDVSFzMAkYNeD5Lq8XRu/smexlQvXc9UV132DNkv9iUfJN++1siRdxtkR5hcK7IgwfmCkW0a6EzYxzIzlIugKhdzLL7P5SQ2GhHI5nmkl3z99rvYqmelfBjhvSCcYsGh5ZH6PCeKlQ/d1LKKxTOs26QEbw485/Xn+vv6vpSCdswFlQAAeJyDdUWcYWidgznuFtXlhl811odS3eGCkW3HHCAbCUoRIH2O1Ryhjk2MJwC7CBntGOAojDIbYAgzCCAsbLT7JiUiC+DDLxDKp//CZMasv+C4ISJHCCG42Umau5AGn5pknLBC3aN4gsA6EfVkXp1mu5e371HNJy80zwtBv4gG13HYFsPwFq+fZAjKN8NCXCHqi1c16AYAloBQCpaLMmjDIlipjDAHKxsgFYsT0OKOfj02fbXwFOub4MZHz1hIKzxA/JnLelnGeZ5JPJtIsgMq+zTbb2675Umxxdy364w+yxefOPQNy72OK72OVO5uLblvbuGGhFQA/2XZAuZ3PrX/0z+s74K22p9/unLGe1/R/irGe7fMu34A2cXuMsV5xLPJj0udikP9DzPw7t/03APzvmflfIqK/odv/5YcyqUEaZvVakVmZUpEU5LF5ATBgkY5cAW+xjpycrIJXFuCu0jUGGavBRJNeO9yKP1/xvUuqiy6qSw5YLgLmq4Dplfi0jQcZ9PjqAsvrvYQSzoxwXBA/HIBv34HvDsBuB/zsNcrrS8yv95heJ0wvA46vCdMbuf/uW5VNZGFpd29lMMsXjJIYtBDSLWH4IMfBZnAjjFFYxIBs/x1Qhoj5BWH4oMvAGSg7NJmKTsHSbcH4LuBwG7DsFBxbg4gs/kMZ4EWsvemSsLwk0CyRw+KREI6E4Tpg/JAw3OwwXF9hfDshvb2VkMpLVhY3ggc0XaFX7kM8SrB+a8CNjfa9sskvTsGZMXw5KTBZaduJAfNfa0xdrYf2vtzuHbLIJUSeQrWJcZDl2+UKoEU64N07YLgpoAxMLwIOX0vAm6gR+ioImEUrbRObcjFgefnlALKmz9JeATSgoYDSl7Ht74Jz6KSudqROytCox43BxScPoE/Qst7eOnYD1GaIB9QJSokAD1xXR+rkV5lUWP1YZHJkLL/VuWjBeVTSkPcBZRyRbhZgWkAhCAA+ZgHLQ6xgNx4L4l2uRqxU16JJGBoFvfGooHhuLh4NHKtIFoCsYIiXCq6RPo0MaEww6/cQEsL6UgO6Jammfq9GM25SyA68mr96m2h2Tc8P7uvPxu5cPv2sm+ed5M9dHmeTTRDOAXY3UZPzCUjKFhMQImPczYixYFlkFuAN8caYMWXZH2JBSl80wM/3b6+MxhxvGOetI+dtGefZ9Z9snOcA81pWUf+uQWbxx56Q0d2D9zvtw9aAuNOv3wNiu3rMfR5g4JNZZesPgUcZ9Zn3GZvIsF3kXVn6965sVJPaVCaZmsziY4z1ennFpxjrFWT+/WuQ/ykA/0H9/d8H8H/AAw2YFIiIQZWFcCYgEooGVCiDDkbaWZsMowytwZnhTHVjlJsBDWkoWBukAAe4jUWk1ihtgBrfzghT1mh2sS7Nz/uE4+uI6aV4NAgzY/9twXCzoLwYUXYReQiIh4z0/oDw7gb87j04F4Sv3yD/7A2OX++ErX0ZRNbwCpjeFJQLxvBt6FicdGCMHwrSXcD1EnD8SmrW+J4wXHPz5RslYAUImAshTAHpruDyt8B8HaqPZgvGYoZ9eWTQpZw7Xoux2TRpFWGAkw6ilwU8yKhJhcR/6SgPmhmYdTn9eCTEAyHdRKTbiN27hMvfjtj/5oDw9ka8WehaZTgsiGOoxkStYuhkB9xPXqzRFpMnOOAV5AdrcBMQ2lKwgTI/ni3CAmUzXDQQHpTZXdCWuhdGuhVt8QKo3IOq3nK5FEnKcC2MI0fC8Q3h8Adq6DVTe/bqCxfNG0EOmK9+cOXTR7dXAFLWhcCZdBKlnSUgDJBNrDzQJaibN+ryqWmNjnzaAmLr64G2pG//+fsraCzJAvgQ4gFdwI46CCpADLP2I+rtJd2p0TAA82BTRsK8CxhuMhoto6csXCMvLpcCqtKdaPfF+NSALmR7pmp0F+ai9VzOoyweL6rxXhbZRRkiwlyQzA7CQDIJAC46SVRitA10RZhlLlYfuUowBDwThiNXg986gBcW2QwBiK3MKwHhBuPuE7p7+2+yBXZtkF4zx17C0WfeP4Pt4wjUJcD1DLuuPEr/QbGAArDbz3h5ccCSo3q1sM9DSDELaxwKQpCgIUP8QSNgfnR7rX6QcQpu18Z5W5IKY34/JXKe7K8P0nsTMSCloMtSB0i3wC1W25tgl07zum97de9Hg9/V9mn+IuO7F/S67W2pg/tnWXDL736mWDtKA8rnQLU98gpkW+2p9iXrFZz6DbnerzPW05/nXL55Y71zkfVkonbG5dvHGut1QOL+9DlGYgbwvyOZXv+3mfnPAfwhM/+FHv9LAH+4voiI/gzAnwHA8OIrYY4n0fFVA5bOAtvJJYoOVgqkq0cGBc3mk5QDVbdLtlSKAPVCoYCZBRx6A0H7GxaJmJa+uwWmGbTfAa92WF4MmK8iDm8CptcyQKY7YP8dY//NAloYy9UAjoR0PSP97hr47j3K7a24Zvv5T3H4K1/h7g8GkU0MQBlRlyvNsCUeSFhhiJ4VBAzvF7z4sCDMI26OAWUEhveMdOTGilXJicgylssAyuJhw+QWZWiu3mBlQQqsERCPjBd/v2D5nSzBysRCgMDxTcT0FTWjl8DAUBBSqYE8wEAphDwHzMeIcEc4/oRw+MmAy68irv5ixPjbG/GRvGSEw6QsH2G5EMO+oL5ktcJU3XhjHGWDCiNWQzc18kntm9r3rIOq6+wE9OqkiLhq29vxFhDF8klHRrwTSQElYdPjpANDggYGQTXQKgMh7+QB/LcxHfn0UoDz7l3COGfxmvHl0ie1V6Bvs/EPXis4Dg0cA23Z2lZr/CBDALvOdYtl7AZDf9wPLFvX2TlABeA1KJAzFCsajAIkoDgepJ15oFZXspQ1lr5ANPvpNlfmWCY1VAdAMCvIVFZ4lpl6GURrHw9ZQ78D4ZjFE8VGX02zdPa8l7jo4vlEDf6W0sC0jWpZwq5yIKQbsROQspb3KklsEMT9YysrY7612GW3AeWZq16ZAzDcWvRHCCDW5wrwKymnYOOE7fWgdv2NeXW8Fgj3eXXHVtvn6gYgIoV6DfeSKo2cBwKIGEPM2MWsAzpgwUKMRS5M2MWMFCW0evxywX0+S3t9/UcXj46cZ+93n2s3oIHgxxjn2f7KHgMVGNe3tL8VMKP1B8V96gfB7hkZxTmAC3TnPxb8nlzT3W/Vz6lswdrkCejdALkdIPbH0I7VZnUGVNd2rWNju54fLb8w2y57lzrBqX2xgmMPoGs5yQSp0yAzdxNOb6x3LrJeL7k4dfn2KZH1HpM+x1D8H2Dmv09EPwPwrxLRv+EPMjPThpNIbeh/DgCXP/0Vx6lZhNcQrsk6cbdc4CyvmdTYRN9CDGgEDFM1+OMaTtoM0mRRUllkDUOcjYHOXEFROhQM7yfQh1tgnkUWcDFgehVx/YuI+UolGO8ZF98ydm8XhFxQBllajW8nxN+8A1/fAFwQXr1E+cOvcfPrF7j9aRTPCEdd0j3KgBzvgLCIXnX3ncgrQBJYYrkgUE64/M2Ey99MCHnAdBVaYAKgNgpryEwCrikHDDcAmJVhphrJzazZg1ndszzLcCNMFSdlYjX/u68jbuaA4x8U5KsiA80iqh6KOpAEgKIY+XFi5DEgXxHmVwHHrwl3P9nh5d9LuPzLo0QJPMwItxMSEUAjlgtZBAkTC+gcGrNc/TknwHzqVj/PQVp1s9QXN3bZdy6h4TgzZMQida36g7VzI1rHQtAw4qLjpknC1RKjalNN05p3kEASU0G6YaQ7qV+sPpDLAJSRdVWEAQRcfBMwvKMaZOYLpU9qr3qsttndn/6SKzheBzZhoHPo75LXGLbzVyGM/YBU793ybnn5jPVPkfzCAukrgt5OfVgjMpAJYaIGjrldK3IK6UfAQPVvfJTVJGsfgNabrFIh1dSmm6X5QV4KaNHwpleDTNgP4kO8A8cqfWjvxcCcEaIY84EgSzNLAWUTScto5g1MAYByEX/ejsGW8S0BjDoxrl5cil+KbWW/JlpBwHhdUI7iNcc8+HQgmaBehPT3lq0po5JaZ5N7Bn9e90zunftJs8uHXD6FQIuCNJNWWDjpQmJoF9Vrhfo7XooAxBAKIjFiEOA8aDQ9ZsJuWDAvEfnLBff5LO31j//db3jTwG6LNXbHLK2Z50dFzlsDYQNXQAeg2gNjE7xanbkf7OrYsO4/zm2j3/6cbPHWvRog5lpHO1YZdnwNatG1z0ezytgAvN021efZuh+AFrXWvlvtHwQQi9tVbjfX/b778cZ6oN7lm13b1RtqxnqeRRbmuAFnc/kG4COM9VB19z+YBpmZ/77+/Q0R/csA/gkA/4CI/oiZ/4KI/gjAb+7Lg7jpjknDr5plPNAqiAXVMDbTDEtKpOr5wqQUUQ1TaohYN8MhrRhmid7dI0MiNSlIpDvx8cvq55eOl8gDYb4CQMDuO8bFNwXD+6V6WwhTRnp7B3zzFnx3AL18gfLVK0w/vcT1L0bc/lz0qOM7Y6jkGcIMjB8Y4wdZXk2HgjixuI3LhOWKcPeTAOIR49sFw4cs4H6gvmKzDlTaQEtUkMyiU8xjqIOklY3oErl6DaEiS7lhYWBClT7Eo/hvBQbkfUC+KKAlIBwIVJJ8m8gog7pVGossWw7i5aPsM6bXwPxiQL6ImC8vcPnbAbtvDgg3R4S7GTEFMAmAB2QAYyIxptP3M9dsYqzJCNkFn3ADozRurt4var11g3fzaIEWrCa0elbrRRC3bgbK413AMipbF6DePiTP5YKwXATsjgXDLSNMuhQ/mOZTwHHeFyCKC775Utx1PbLtflL6HO1VMkLTHZ+gKfQDnN9n+G5jwOn2oY07fgypWbuBoBu8bNXB9mk7IEJdZo8HEqM8nRwD0NUnIBybzMAkMHHSgEM2QXOA1nx4h1kmk2GRek4ZVbZFh0Vc7u5Sdevmg4n4VEM9MwPTIlWWCCgFEmVRT4xSbxFt1LNP4LZrXkC8yzoZDsgDVTLBClvabZNVrFdaShRQnG4LwiwgednL6hIMJOut60rNFkimvpp4aOfBeGOqzpzsr1nPxVw/aKRKrUSZxLiW2knmpYICI8Yi8xV33xpeOhQMoWAXFxAx5hKxTwtuw5ezGfhc7ZWBzkBvHTlP9gcHhNu597l28/l74zxHoPY65LrTfTRGmzif7Lfz0WyIOgD6hV20bWw/yBavrwdan9SBXmt7tA16+RTkdiCasQ2i4e6/Aar77QaU1/dbg2JZKfNt0z2TKw/7htVYj8+7fCtAxxp7Yz24/WddvnVs8qmxnmeRhUku1eXbY9L3AshEdAUgMPMH/f0fBfAvAvhfAfhnAfxL+vd/+WBeGiXKACtBwHIhoArOzbhmUD2y7wizHXcM9IaF9cmgCrk2zrZfah1l9b88zSJGzxnIGeH9LfbfvcT8QjK6+suM4cNSnz9MGeG7a+C7d2J49kc/w+GPX+PupwMOXxPufkZYrhjDO0I8Oh+quuxOBdi/zW0yoA7/08EAFeH2pwElDUh3aiynS6G+spIDyDaZEMMa1ebaUr+CFmORKzsfCfkiouhAnvcysI7XGcO7GVd/CRy/Er/F8UAY3wvAhza6vAOWS2C+YuSXRTTKqTRL1qFgeq3A/yLhan+B/W8C4vsjwvWEITPyPqEMMteTZe3Q+2K1T2ZuZ/S7svvGIYtwX4I2rAbk4P5qftVgz0kh4MqEEzdDJ2WRQQJ8xUe2aLKXS8L0ImD8IN8uHoDyAtW1FliB/SQdVJikJyop9Brsz5g+Z3u1d5CMgUZf2I6HL6XV95AD7nnX+6jfb5+c9HddYVrdnrJGSVQ6Od1Sq6tQffFRgLC1IfP0EpQZFs8QXL1bgJsLSKg+WFa7gmyDISHqVG5xWKRuDa5jNqkE3CALqdtUxMAT04LaaLR/q3W/6n61z2SASoYFOqrgNgXQUpBugWLgf4FIPqy9BPEMJPYewUm1fDuDevwQkByWIGzyiAqSOULAO6ScAlw7u6dadHMr2qgXZxJxy7/r49lVSbY6Qjqp05tlBQfKKHMhxFE0xbk08EjEncX8UpkpeUiJsvfIB/6I9NnbK05duwE4Mc7bZplX+xxr7I3ztiUVcCB0tQ04YOXe3QGtrtpwO3YfuD3ZhqsLK4B737H7wTQ/+vqzzK9VUhvT2AFitPPWLO9HgWiHC7pzu+22kmSBk+xZ7BE7aUUtA2es59jkzliv5rHt8s0b63kW2Rvr3efyrQUQaSyyGevZcNsb6+UfzA/yHwL4l0k67ATgf8TM/1si+lsA/qdE9J8F8G8D+KfvzYVxajhlFawGVWgGdUWNxWqoU5bBjSfUiiu6YtWTOrDY3daAEaMz4AMroz1lGcR0WZNzAT5c4+L/s0eYXiLvghjbTBlhLqDjjPDhDnx9C9rvkX/xE3z49SUOXwfMLwjTa8b0VRbPE3eE4Vb10qPqBEeAdlL7hmu9p71DFu8JTDJBOL4G8hCr1brJTNbLksZuggAxuqZTEKLvL4O87CyJOmbajCRLiogHCRKy/0Zcm6U7xvieO6kHR2C+CJheEqbXEdObgPyiABkYPwTEO6pGhdMrQhkTll3A1f8viP/omyNozsiXA0KW6GAo0AmDPbwu8RjYMjsn/bZk9cYmH+wmADqBMr2vN+w0Br42oS0gB/EQEu+CSCVGxgKRR1hI6uNXhP3bgDgVDLcBy6WrrwdxLWbsgRj+qTu+iy8DkPG52qtP60f1nbTf9scV0TJOWf+T89dtFq7OunsTAAs0UWJfwTmI4WSc5PtWbxRVbyv7OIirxEFd9BGzuJVUt2liPNzAqPwQ8EqlPZB5mGAikRrpJJOmRQwaiQDVFW8Wqdsv17rzWA1mKNTtmgoEWLvnAsnkwIBuXIquDolxX4skqv3lMSDsGEXtE4r6AJeofypXK4xYVJuPiJmkb4AZPhNAZtCn5VzbI3BSZbqP6MsWq/6MCT64x5qN3iI/eLWPMoE1OBCI5XsYEFgIyxIwjhnMwJIjYih1QmJgMBcZmHdxEYt4YoxpOfdW3yd91vbqXbu1fafGeUBj5M65dpNtBTRuH+x33d+ONdbRoTMFWVus7RqQ2r4aSOQBQFvzw3Z+Z9led+yj2eKN/DpQjFOQ2gAv1+1Hs8ru+k0QbfnZT99uqN8+kWMYKLZ7GIts39AatO+3636q7d8zx6cSjN5Yz7PG3lgPZDrjbZdvFkDErq0sMpqxXmOSCx7LQX0vgMzMfwfAv3dj/zcA/sMfk5ct6wM98DWgX5LocMVjhbJ1ReQHHA0MoVXC6r5IB60afpqr+6/qEYNRl0Q7P6U2sCVx9E9lBnIGvb/BmALyix1AhHg71xDRYAa+fo3DL1/j/Z+MOH5FVTPHJB10uiaM78QiPu8Iy45Um6odSZSHMMDEuuQZFsZwCyx7OTfvGWVREGuGM8WVAVpDgP1GDxTrEnR2IDEIOM47qv6kDTzmkTC/jBg+ALv3GXES2Ya5mKuupBhINwX77wjzi4C7nwQcvxYB+MVv5d1BotWdrwTwi6/gHV4yC0i+mxBLAe8GYCeouHAAu6W2NslpbB/U7yyoeUPxLBZBv4f6RgapJIf6OoEFVXJinj6s8wDU5RsIeYF8i11RAC8Th/klYb4K2H2XMdwwpleE5VKuTbfA+FbcheUdqkSIk0gzvkT6nO21z2D7NweuBnLm6aMCm8CVCTphDJ2hJ9WOVw517PAaba0HJTiARBBJhd1CgbGtPHEUF3zjNavnCgViGtglToygGmQq2vP7ZwbETzGRIAcDwCGATR6hMh4EfUGLNuEj6HXlur4Bnd/OLPpkm3AEru2CFoE+4k6xgHJpgN4KKhBQCLGIh44yBOlbk9R5WSXTFSvTRkdCOor7uQUKkiFyJ9Mk1+9RWttbvVX9PtXIz77bCQDm1o+Wvm9b59XKsN9HmYA5iIwuaZ4W5hxAniMwqraxEEbn3ziGUr1VBGIxeCsBIRSMX8CLxedsrwyq7DGAE+O8niF+2LWbN8471SAbGHIfwrPJ8kD933oOar+wCWYruEbnAu4cW9z9Xm1/KbZ4Ezy7+nwOpD6GVX7s9Y9lleu2HQ9W9lyvtbl2A8EOPNsnZmgG3PfL/ruZ3KLWEa4M9ZaxnmeRqWOOG5MMnBrrRUJb+XDGemKo11y+PSY9mUh6IhOgCtCEFVQmWI2algsBkuHYWJ9cBESGWfu6SB0TXaNFMdUIVA2M+9EcAtjU0psyi6ulSwHBdJiAlICUwJd7IASEKYOmBeH9LXCcgN2I/JOXuPmTF/jwy4jplTzj+M6WZsXt2XALDHelLsuWAdWtEgAsIMSJug6gglsNb1sGcb1UZ2JOLuCXRbtG5wYf8+xRIwMqq0QELKl5jLDzwarRXETzHMZQXUotFwHL3josUgAuICPdZozvZowfEu4+JJQEjB+K5DNSdcuXd4Tj16KPprLHSwbSd7eg4yJLtQTxDRvlQwUFGyIdcT6uVUMpwJ6aJtWXEblViAiUQg0QuUlWKxsbkLnLJx7VsPRAmDOwvIBIMAz/7BjzFWH3Tpbr0y1rGG+J2JYOjPG6YNmLJp0jMF9KWf4o0nq5wrNICmZqR89Qpoiq8dyJcZ/r3G1VoBt83OTPA5+qpS/2twE/82ZRQ6oDGhESdeIDAtINY/e+1LobNawzOKIsqFE9rXe3KHkAFFzqPmt7AYAFf4kGDvSaYsssenytR/bAt63ta3k6g1lHxTQfxwVs4co9wM56bhSfypUJqxYtACmLjCHqpFc7oILmrzmXGm3PbCPM085MJOHhs7iOq4Z7NtDaZ9sCtab7t9Uaj69cuzOyoQNYK6Bcq8ZqP7G8J4r4mi5cgAHNBRyAsgQsS0BKpRrpxSAwMYWCFAqGkDGXiDlHEDH2w4Jd/CIM8mdNHQjeYo0dKF4HCbnPtRvQQLFnj+WA/Kvscd23AsseVLpqS+vj6M99rIzio5nkus2fdP0mk30CgrENUjvQaxkIWP5oPbKNZf7elp97rtou3ft0oBitu6/gWPu0h4z1jDkGaXa1G22SCwPDdb9jTO5z+dbkFdQb68EM+ELHIouhnrh8e0x6GgCZUP10tiVLLcygy/3KsoIFpKUDCzg5ohrVgVHdlhnzZ6yisD5oDWaRQZBmES1aEJB4KLXycSLkFzuEISKkCJQ9+GJE2Us46XA7gd5dg48T8OYlpl++wfu/ssPNLwjzS8ZwTdj/TlgpDjIoc+yXdMH6jElv2zHpqPKQumphg4Qmz5p3bInbV1lTf10ksGoqzS9yyI2xtvDctMj1ITsPIQyod26RBOyoGSa5b0qZMQ6E8S1jfDuDMjBfqfGHAtSwAPu3wlhNb4DDLzKoRIS8xxUUJM8LwpHA6i6rvldwOjSSss26ogC1dYulfyZfdjVqGsMZ40lm1ul4ZsvOEz/aIpOoQRM0PO1yCXDSFYoIMWa6CBraGzi+AfjK9NmEdJTrSiRMV6QBJ7YQxBNN67pnyZPgrtAriF2MOqB6Sh0LDAivBr96ryqZOvV+UUEQkfumaMZ4Fiq6oMpr0i1jvGGVWBTEQxH7A7ZgRVT9D9f65sJMi2cLroNFe14Dtxud8Za8YgP4VhBuv88tLjALSw0oW+2AtBaiGT9TzvWZSQF39dWqkzsmCHg2xlyvN+aZCyPdLJiTGIPYCpJ5uDDD2eJW5TpmyT+6GcQS5P5WRxjgwF3dkHJwVcqDhdWu7h42+JvuOENs2anIKFhBMqHkgDAuKEUY4t0wg4grODbAGEPBZSgIxNg/cYBsfpDXrt2AU+O8LX3xlmu3mnfd11frjkn2bEsHaF0/sAF0HwKwjwWvDwLm7hhv5nfyTPedgwau20sBZhTXg2DUSluZX5we61hlrEDvI64/yyrbLnbHKvht+KGTVsADZZefK8f6TYnrNgMnLt/MNzIgXZyxyIRmrFdw3uVbZgec7RhUZqFAecvl22PSkwDITMIggjXK1KQGMwB4FG2uLN/J4GbO++NRXCgZqKsGXJGq9s38eRJbB69/GQjHjHgzAQDKTooiHGbQUlAuBmQN9gFABoUkPk1pKYi3R9D7G9En//Qr3P76Nd79esDtHzHm1xnxLmB8L14p4iRSinQwf8wNAIt/VUgFGmWgCos0AtP/WYhkA4EWMMUb7FQDIsnZGeqoRGAVoc4YN5tIADYRCVLeCU2Wwg1EG+AAUL1hZPXh7PWkJklYLiKWXcDu7VKlLcu+6ZvjVDB8yBj30gDwYsbhZ4Tr2wAqO1xCQfJhRkhBGfcAHsg1ZtTIgXUwrkaHbeCrTKOBfFYNIto1YQYKGKjlC2G2rOz0O3h3X1QY6ZZq57dcoC4Fl528bzxYkAnCciUrANMbyTwsOmFQl4XliwfS+0wpAHVJbR1m2hl6WLJJxHr/ZtIJsh+Mat8chHw2P+bGPAb3DN7gtH4nH5hlFLA8XHONxmn9RZxKBVFSZxV4tqokzG4FzNykDfZDDfnkviwg2aQZa6lEvdQB6bPnORCtoUOJXfAQ9WJR/XdbdtZPzLkLNILcOMT6dynAMqBcDhVYhjlX2YhNVK0NyKRfiADigOnKNMna1si1y9WrVEbYyndVL9arWJ2EjNDXpxVYPlfF6necqYFkdyDngFICiBhLDqBRwHGA/F1KQKJSQXOi8lHBB35fact925ZxXj0X/X7v2s22H2OcV6uhB07ddvsmNvEFt/bfMqbTc+GufwC8PgS2PwdbfM7N2xrkNi8q7p/bfpBVrqD3HldxZ663dlOJIXtMfRdPOFQATO54t8+A9MpYz7PIdt96uIHstbGeD1HtjfUCmTHftss3iagn154z1sscOpdvj0lPAiCDxH1WmGXJWkIri6FIHlCBIpbGvobM1V8sR3Ex5JkGkUk0Lway8xTY0GEGSkGcJQIWvb8BHw6Ir1+BY0C5ENdMZScuzMKcEa4n0M0dEAPKT77G9V99ife/jrj9I8byQozwhg+iM06HUiPWgYE4l7a0C9RIf/Z8FsQgj6hMZaetjlC/xJAB0jVG388zc8/cmNwxN0AcTGPLyhwHFzzEGlHhjoGzhpHHUMG6yRKaYRxqcJe8k8lPHgcMd8UxzmjGkzagZ4CXACTG9Aa4LhFMO1wVRvr2BuFu1hY/ABQaU4vmdcI0Wxb8I6h3khJRazsxqhFeqT2x6/CKvGidODhNvLWsGqFPVzXikZFuVLs9ohoTlQQsO8KYUCOxxQOJYV8C5hdqPKbGp+xB/lNOxOLn2nwhA2j+ZfUc9qfLORXUsAJml7pBwK6nLpu6v2NfClTWIqDxZFArVtfl/LwX9n98z92qh0XxrIxxOblzBaHVtmEptW0Rs7DXRqUVdw2gUgwrEGr7zyV/fAMsG2MMD8B1Fa6GovbXFnUvt6V97i1nEI7ScHgXT6L3ybuiEQ4KhOOk2mZETC8IZeAWbQ84cfnWAVygrQzYMQc+eF2ntuYO3LDXyTkVBfTn0Eyg2Bv/cSGUQkipVHZ0CK2ijCGjKGD+0SRu7DFwapxXQTB61vicazdvnOf3oe5HB5o7RlG3T3yle8C52k/r/VvgtLTjp+D39PwKaN09Pub6Lbb4LLi+B+Q+mlX2E8B6PqOyyp90fWsPJ+DXvceaXa7Ger6v5tU9gPrNTUpR5TedBEPqSgHgjfWKY5FPmeMWPe/Rxnrq6cJcvj0mPRmADMgANX7ISHdZ2UlhKIkF6DBBB64G2MzLQwXR3IBSMJZlNbsCaUeQAmIMoGkGlgxMM8r7D+BpQhwGhMNe2BICwMIshWsxxuMUkb9+ges/ucS7P424+8OCcpVBc8DwLmD3HTDclqqTXS5QQYFp9uQFdKCxyF8JyImAIONYdAELQL3BWZvVcV850crA+1U1wEiOFbZIhExoLKwfWFhAvJW1ABJhVssgrqFqZ+N0wHJP2cw74PhGpAYVkLA8R4kame+1PHx4n8Rn8Mg4fk0ARYRlj6tpQXh/BzoEhEAAUpXFQF3ciWylTYjSkasrPCoEDqr19RpGe5zQ/tkEwVh5Clw7IAu521h0ee94RJVnAO14GaHR+aiWf5zkecw4LO/0GagBgx9NMsCXuAcvNRILToBJncxRf4B8HXZVukvrgQrS9s3ncFgNogaOmwEqEO+A3dsmKUIRyZb4+C0CkBcxZgPQNP3mzaD2J9S6FjXCOwn4sV53fiitgTOzGPVR/wz+XmTa5nN5sS6wLyydSimSp+Xj72VGhgEIhwk8R9VQ63nqui5MQN4nWU2704l3ZsSFMTLAIWJ6SVWeVYvFD9rsfq8mhRVckIJX/3rnBnTqj9fXMi28fTjLj9cnykNxJuQcsBtENrEUebgUigBJQmOrIKFvyxOf1TKaBnnLOA/ApnEe4JnjBoQ9eJZ9Dej0QNht+2/YtVNygHINotG+1Xq/phP2eN1H+P11u9Wp8+B5+/p2Pj9w3BVO9RaDrr56kFvPOTnefp8DwQa4P8qozxlDbwLiiqBR87RbMa/OJQO3drPWgVcW2bbRgHAFzlbs3Iz11v6Rt1y+dbpk6mUWW8Z6Ec3l22PS0wDIkEFsuC0YbjRU82WsxksAxC9wx3joX6tYaAOgDYwWqtq+s4WfBqtf3Si6VkxBQO/NDXiaQLYcmTXiVSBx5fbhIH6RL3aY/+AFrn+5w4c/Cbj7eUG5zKApYHgbsP+GhJ0qyp7qPwNxIaOF0w6AMaDGworRnoKIQKDFfKyiedlwcob14GHgWHwjUx+UgBuLbECZCRp+2mnB9bgFXgFQIxrCJiXqXaMyzL7BQET0dSITgeWKaghfiSDIWC4Ix9eE6Y2cN3ygqhMsg4BkyhHp7hIXh6XqkYkhS+2JOhY+j1oBWJfL7zLiISMeIjgMMmgHdGyDMPXcuRFcLzVR0W+gwT7Mjy4nALpsb+Upqx3y7mVglJ3cU0KpC3sJlaXkUb6Zgbga9vpHkNiWbQb1b+39y9aT3AUdXQE3ELB+Muf0v17jzq3fwj4M6jerd/QD1Qocg8R7yO6dTJpKkrYx3DHSTZYAOCTtvgvmURicbDRpA58BYFppjDtfxR7QAtWgr5WPH+lX4NifQ9QbANr9gW2N81Ye/p8POuKf05IaHNK8AFn7SQPVBSg78ddNDKRD7tpSPBaM7wklRcxXsjRaQTK1Pqzrw91v1sH7BFTZuWht815vFnZ+MAmN1jNr/7Wi+HIisa3IoQ6+mcW1GwAEYkw5Cqscc/OF/CNptI8xzmtu3Jpx3pZrNwAVFJ8Y5wEw5rCbjFQwTPWcNVsL6CdZA01snOvO6VYAefv8LyWjOM2v7yvgQPA5ptiD3O3jaO2Dt0GwZ6bvNepbAWIjJHxf201g67jeru2AtL0fWr7dfmOG+dTl22OM9WxStuXyTSQXct5jjfUeO6F9GgCZBTykm4xwzChDFC2sunULixbyBvMnoJOrZrcal5lfYwXIwoKSBh6RBlpiAAc3l4gRNI6gGIDdCNaIbrQUhJsjaF7Al3scf/4C178YcfMLwt3PCsq+gA4B43cRu2+B3TvVNWoEuwrytbKtjVYkxLGB+QYgqu46tAlAvQ5o4nkikNVwexnqz2kDGHSSIKySTRrMz7Etg1bwHFEty+uSsy0J6fcIzlOEPR8FqBulZihZBtlHd8LuMgHzK8L8UoBkmEi8CxiWCITlQkDyzU3C8H6P9M0NaFoAZoRICLtYQbqAWynk5tIPiMesjLnQ4wZmbTZt7HkdmIFq4OnfqZafe3emU9bSgAcTwEnc8uWRMNwWpANjOYoh3nLFyHs5f7ghxAwxInva9j41idql1EKksNJ0n0sGUrL7rftb5tvbNhBypUJaRx7Up63tq+BYZTDDNWP80Fz/hUX8HQ83GfGofschUfFOIt35tmWDrLKmXVLj1Qqat7TEBpLX7O1JOXH7W2kaggUMAbMwwmspxbm0vufWvXzKDGjgEx8xkccIHkJnvOi9aZQUEA8Z4zXpKqA+XtGy0VWYWqbajiRz2VWCuEo8qQPut2GKLnlAYFm69nrCzHVl0I6XrKA4FCw5YioRVw4QA8CcI3bq/zicZPb00mON8+RYb5wHGJDZMtg7rconxnlA30faX88eowe0W0B1fW4HbrFxLeNBpvdhsGvH+YHj8vInx+HqmwHYSsfiXpD7ReQXa+bY/fYcxinIRZvDuwbUreR0/aTLwzHR/tpHG+tRY45NkyznPd5Yr6B3+faY9DQAMpRd01DNZQyYLzSUqbGgrAZTkVBiM6qhXGQ2yrIMaRHl2kB6mpicVCEAiBHYjaAUQUsGQgDvd+AhgpjFcO8ozPHdL1/iwy8H3P2MML1h8MgIdwHjdwH7b8QoL2h0PNHeUtNDL9zkCgSEYs+CxgyzWH+zLQknM0jSh6/GZ/aeTgfotM1WBqwAnJz2WIwDIQPBQBoUBAqQSSPCyXl5FOBoYbwrw+2kHrUTWAN4z+gzqtGfeREoI6ongXgnkQW9Plo8OgDzS8bdzwi7d3u8MJ/TAGiWAC1MQd7VRxDTTpEToYxRDPvWZYN+8CTrWEozBC1eN+n7+tjer/qQju07lAHi8o0EDOedAJt0W0CvIvIOmF4zeFcQDgF5hkR8W9rqwpNPzj0WBdFrSnQy18sq8pVyahM9k5f4fupksHOp9rs6oNq9w2xu/mR1woy4vH9jysDwgTHcSPsrUaRL6a5guM4IU2P/iFVa0db/euBpXnaMhd16VpNeeJGdT2tjvS1watc5mYSdW8Fx4RrEqOmMAZQMpKhlHdqzVsabndEun97XP7OG0pb+N2gZyX1CKQqO5QuZW07EAETxCDTcqmwrOnsKuwTo8JPs0Mco1AXvWYMCOQkd61VtNbaKUyuQyS2UUtB+Qy8wv93E4CIyiyHmypoaMBxjxnFJmIros8eYkcLTZpAZn8c479TncQ+gvZyiVi0PjFb7unmFgWU7vt6/7h/8tsvPr/rdB34fBrt4EFx7hvje60/kE847yw8pv3CA2DPE9szs3rXmb9/Sta0OFJN9oweM9cjqCMNISlDPIt9nrGe+kc3l28ca61WPlmqs95j0ZACyMW8c1PPBXsIVgxTMmaazenGQBhCmIpGRgBpgQ9gkc78FZzTECMZiqASj7Af5cuponxb1I6oeE+iYQQcBx7d/5RXe/zrh7qeEfMkoAyPeBIzvCLvvGMO1LvWTPGOuIbEtdLUs+zcvCu79/azL5A8B1Whv3WmYH2PvG5ZXf4E2aFQQ586RJX5luGkjH72/6WeJufoY9mxz8Q3XvY8BlMo0qweSOIsP5zzIBfEgGl4zkEIAaBHPH3kPLF8tuKOE4X3A+P4Cu1n04nSUFQdhwDWwgd7XOq4SCfMLDVmtqwts71bZdHQGjlb+XWcHbdfKLJu3CZoh33WRSIU2EeC9TJ7AQNmxBANhAJlFk37FEn5bv2sZgAWiRR+u8eNMDJz4NgYaWyi9GXzQnCZ3oT4f3x60c62DH0HcxEH3zRuGeRk17/GtuHEzgBYnVr/UEgXTknx7bm7bDCyuPMYAONX8MjfJgrLIdb9PnvEFcJb19eyxv6eV4TlZhQfDKTagnotM/g0kb10aVmDeSTvYdMjMACLCnLtyku9ZgCGiDITlMoof9Dup7/MlYKtJ5oXEu3fziQqAWc6roHcNgoG+/7Rd1Nqr32a7NrKOMwKSkWWgNr/dpH4hySZgGkbaIuiF2NxGMROOWYbQy6czkt6bHhs575xx3ta+jzLOgwIj21/P2QbA51jiuh+rc1wf4PM86R/c9jZzzA8cR20rD15fIJMvBamnIJYrCD7HFHuQu30cDShrsz1hnoOAT7g24cupA8rs8q3g17VV/X6PMtbzdcBR6gx5d88TPGSsZ9d/DmO9x6Qn06w5ivsuUp/HZUQdWJla+SMo6zkQUCQcNA8a0WhhDQeLGnijVpji/6n1uroho30UzeHUDHOosDjUnzN4HHD8+RXe/emAm18yylhAMyHdEoZrAcfpTgGkepio4FKlEzT3Hbe8s2l/qbHIVkkN5Dm2WA6gVvDKxKpPYTveAq6gLaf4+5ohGlDDXBvDbDPRCn4jQEGCtBgbbu9mbH2AA5T27gEC4kFNtlEkchyAGgExzKJHNvaPI9cymPbA8irj6ie3uB13uDnsMNyOCMcLDL/NqkeW5d68kwlN0OXtMDfAki+CCwCj9Uqfs5a1sQ0G7Ali/GdzLi0Tb8wHCDCOR3GBZ55KKvulHV8ZWCRDO3Gjt7yQ/MJBjBbJoiGq9pl+JBKL2vERg0vTp/rJVj3PdKBMDZxY3SbAWLtukLG/2g5qX+C+01YY8DopZvFUkY5so7r6Ti+Id0UC/biBToC1GLFRZp2cUtXjyjkaidNkB65xGVtUtdjnmOEYmrHcOcnDSVnrqKUeK0wTv8kwFwajAMvqWs9mbUk//LneiE9/01JEi70UDbwi53qZWkkB+SJguSCEQQLwDLc6Id5r+1hP/tfAxk3Q6z7gtE7ZPkb93lvEUGOgubuGA9dVjW7w1vNDKAgkEfQKE6YSK5A0TXIuAYjNkO8pp4+JnNeObRvnrdU/90bO81XcgTLbJg+gun1n9qO/fuse5sr1xNXjJpj1x/mB46hg8d7rSzsOoAWs6kKl0wrE6rEvIL9gV1ZrMAzrGlzbq+dZX+vOechYr7239TPtHuTuI3n8/oz1HpOeDEAuUYCMsGmEtd9eY2+YBAwKOythjtmxqMLOyhfw7Gk3kGUBb0wAj6HeIwBiXJWLMC6lAClg/mqP978ecfMrxvwqIxwChgMhXcsAPNxye263JMjqXQNBP9AgNZNYhOUc9D1GF+BC05anhXWqoM2BazPO68C2k3WAGujtOhkrG2ZlZN0xFgbU+1w+uc4AjAOdFfg440oB8rJtGlHryDz7k3cC3pEKQii4fHnEzc8jru8GDLc7xIN6tThm0FhAe1l6DhNLoAfVlC5XSQZt03Or2z+TQ0T1k+0Br4G8Eq1MoRM4VF/LxsinOyDOqP6ibX/IAM8ENnduV8DtH0RZWRj12luqAI8DECZCul1pn59yInlHBNUfe/bYd7g60FXDnOCOw3XWaNdsskZqnNfGYWoEjF8B0HsOH2TyZZkHjYgXD+KtAoAwxtY3FPPzzQJCxT8BKAQJqmPnZJUWrPXHPq1Z4jUTXEptRx3Q9cZ9K/BMS64GpevURQZli9yZ0SGZVb4cQ9020F8NVv2sQ8sCgPpCzl0+prfmFORf0L5tlD6DCmO40/5wpAqQkdoje4mYScu8hMuexqpTB5aDqyp+kFZAUvtVJmWMAa6MnrvO2JQKGiQYSC6hLgjMOXbPkjRQyNOXWDT22NJjIuedM86DHnswcl63ZInWB8CD4JYnuTx8FfTnrsHpvUyyO28b7AKfTUZh/VA9vlFxle0TsoAbIK6gF7WPk76MOtDbg+Zz16MDzR0WYGWRff+8enfunhcNUNtv/05w+yrT3Izr2ju3zp4VU9xnrCfF/WWN9R6TngxABimTaTo19wGlMqFVFGNnd4Ssfoot+huiNELxsoCuRxXtLbd8KoCUWsG6jmsuizgFLC93+PDLHa5/RZhfL+rjOGB4r0Y/1xIIRDw6cDO2C7K8b8vJiKbnddIPggZBEZBc65FrgMyoHXxYUBshU5OatHdEFyIaQMfSsfvaVcNdpEKul1eLGdgtqMCnAXgZ9DY7I7R9pANXbRtBJwlonixMwmHva8C0RNGUpm8HfKAr7F4esX9zwN0fB6TbiOH6Ahd3s7DIc0JYEngSyU26mRE/HMEpIO9j9e0clVUm00Fmq3d6P8cedGXoJzzq1k3kMiYLQfPtnC0UOEADZPIWGMtLxmERn8dyji1Lt+9gMpPydFrlw4kA80MsI5RDu65eAtAyp3aNA0cCoFHbpI0NIClDAroR0wy4fJvxA2e6Vdd7ZqipE6d4LAi5VA8MYM0/a9APz+qyavFLAQkNIfuWcuIXeF0kHEJz/aaecKr2mFc+ltceL/TemyC58Oq3DhwGsutzrwDbWu98RtrRJr/u/tVvsr0T9e0j6LkqJYt3Yhew7Ek9wsjJcWqEQQUTpPXfJDE2QAdUbXC3QsBdl267Tusa0OwLLJ9MTQZjNFhwJxeWVSMduOcp4SaOAoJDwUKhDt62fBs1/PSPgUH+2Mh5a2O8p2Kct97f8rTzuNvnmeQtttfnd8oM8+nx1fWeLd66N/R14UGtAmUA5+UXdmMDwXDHOtB85nqt4h34pdW2vY8DxJUxtr/2vRzofbSxngLgDijXc9q1a2O9AqjmWPqP+4z1vGb+Y4z1HpOezFC81pbJkrcCzITmIsgmS0Fces0vJEazGJopCLbpPrW8GxshnXaADp4LIx6b1ToxgKWAiZBfjLj5oxHXvyJMPxFXRuN3AfvfAcMNq9sukXWEhbFADcGU/VgzwhYBryRUt2QWUINdhSYtgwqG3VJjWKSCCdhENbgTRpw2yhH13dgGI2PbjLU1LaALkECFKotzsmzpn9XajBsf7JmrgZtJbSNQlKEyV3cFVJkkMx5iBefDtbCs8/sRd78IGL4+ILyZcPvzPXZvE8ZvR8S3txIdLMt3DFNBOCyguyOwE9rYJi1wMpduMmIdmw2ovtM3EJsZNLYRmdTYEKzvOYgMxUBymElwhQiqkHeMvCcMN8DuwDi+IeQLXUI6KAOdVXLzZFrl/YmIt+fhVq4efFgqAM2us/fguGbcsgFQVzus8w2ZOknPmi1Kd5DIhRpIqILjqUkTmAgMEkOzDhCvRnxo3ShwgFEf5pyRHTuNr5dntIJrTK1NTNdg2IHmE7Br93QgtxrenXMVt5E61nkr+eeSkQqcgpSRx4MkPsZBhHBcMC4F6RAxvU6YLwOoyASyRDiWGrUdrckQ+cv1255MVtfvgdUr+0F+td8P/ADAybHlq2hTpRDmOWJ/uVQXVIMyxWaYF8BYSsDyxMNfGhP8McZ5dT+36ztWz+3zcopa5h4IrfZ1K0QGluH2+f3raroCnxUE++bjr3Pn+9XPTSBef38PtphbHvVaB3KZpO+soNbLL+DOrQBYMtlklev5aAWg19cVdNd3NoBx+i3qSp69iutfO0Dt+twubweIq7FeBd6yv3Up1u8JJjsBytSM9eqEjLaN9TqPFo801ss/Kg0yKVB03hZMg1sIMMGIgUj7OCVBg09wZZBLAnhpANSW95n8Pqj+VZZc/XJrmDOoFOSrEbc/G3H9q4DDz4TCGr+NuPgNYfe2NFdc7EAs6RK8uk4jhrBTFYDKP4qmp0GtmFYpu0Zuy44RjQm2d3Kgvw4ujjE3Az5yDb3zVewHGt8RVM2zLplrp1CDhOj3agO8PZMeys07h51vrH0xoFDaNeIRA9X/b3XLt7AY702M/JYQjwk3fIH41RHLH8y4+aMRl7/d4+J2Bs0Z8bB0y8+8G8C7AWUX6jcpURpc8bIUoC35A1Wy4pfsLQobRxbtu74noF45FmC+IsxXqBM0ysoIZ9JJkHzg4YP43c07wnIpZWEyAA4Aj6tv85STa4/M0IAq/3/q/i3ktm1LD8O+1nsfY8w5/8taa1/O3qeqTqmkimVLEUREiASMoYTIg4QTEwgmfohtJaQSSN5tJyF5dW6EgMFQAVERBKMEciPxQ0KgsF8UpyRBYqqkxCqdU3Uu++zbuvz/Py9jjN5bHlprvbcx5vzXXvvstU+tPeDnn3PMcR/98vWvf+1raB2Fgt+z3cpq9VmBdOVpVUeoUGOffbnWRQI+RWsMaIbDvTDHS9a2XWebDWHU5DprbS9QUy23i/S99iPfrUdx7PHyWTSQvJBcvCHI9eelXM4lGGvQ7e/Lfguh7beWeayXBQPrtg2o9yBsPKML0qbPG0LIMkAsHVXwYvaPFazqTAG79nIxOLfxyBocrBcD2kHfq9cZ2+8KSLgrGlQp7RsXWsxWEAHbbsKQZhwmGXAHYgxx1scremSir/G+/pSWXzRz3usC9kxeUdnjuh5YAGMoELL1brtLAPgM4F5aj8vbrEHx8po82F1fAy+Oufyd2zmLW7c+LuQ4MhvljkdowckM1IA8D2rfhFW20SC5Y6x+l69cn/+aNYbJLC6AZ98U199WILcOMu2R8VcE6y2ev10g1+8MuybfPLVgvTpgNRZZ1xWoJplbsN6CRV6wyY5FZq6BfV+1/MIAmYj+WQB/1636cwD+hwCeAvhvAvhM1//3mPnf/6rjyTS3TF3HiSVwSR8wAwsQsxg9AQtZAyD/jUKvDS0b+FMAPkOzZXFr2KcsQXkxYnzSY/9RxOFDCcrrXjZwHE9WqKWUlI40Uptq4gdSgElBG34rvAoKjT0z2US1PnIFrDK8ji0zp4YKhC2Rh5UjG1zM3EA8yf1GdYkw+cQCxBqDrpU/ZChT5kC/AvU2BdMy9dXj6SbSyVELiAQQYNPd8j0PwvqbFlgGGow4yks3hr7bF8QxoKSI/Sahu5pw/Cjh/vsJ3ast0vNDTUNddZDUo+w6Dd7T567TvQtw7K5byo6ywPPymQhDTUgHNBBcWIOV5NnMOwYnIB7Fzzk9UF1vDhdhloyM8UQIs7mDtPe7aGTe8vK26ywFa1GdloaslQPWoHexr6/L1uDaMyC0ltrKtDXgBfADvUUHPEtGvHiUdxNHST4UxqLnEHOvmo5ctcQL14rA59dtDHJASyX9VYuxvkRL5wrrhFc64rV0okomSJgTWrtfsLtmt448gF07Xay3r/emVpmPLepkAWi7lkJbX88FEMvMm0bFIB5mpEQoKcms2SRafBBaYK5rhyyZSG2XDOjW68DFTncBmGu58lagrnzpcSoQ6LhlytTBF+vMJUXZIYaCIc6L4DwANYnIt7W87fr6i2TOs2L5lcF5FRy6774NcCDMvpMHTIt1q/Vw7251jEtA9jE2+YwssuPa+vU1AHhURnG2PbfjleXx/HkE4VH7rCAXjMdZ5VruqbaPVNtbtPbW6oHJOv0zXwNXa7rJXx8uSi4Wsy7rbXRf9tvqb2eZ9ajtT25129aaKG6XystgPXm8TV5R5UC0ZpOXwXpWa32w3pssvzBAZuZ/DOAvAwARRQA/AfB/APC3APwvmPl/9sbHItQsbsRFGaCwGKlY8BMcuyAFl8XrNlItIJYJbcE+6PcwSyAXZR0JRQIVyRhlIGt+1mP/UcLhQ6BsC9J9xPYTwuaLgjihBhAKoCPMG3V5GKiyn5TlRRdQTaPKBLDKIjgo5neNOHGTJVS/ZIv0zkDxkd8OKNTFgIS/Z32GxnRy4Pqs1h2LB2rFefpWrGKPuDYyrTGqdcpYcmtI4N6FyiriSRj/avOmQJgJCAqq5T0K49Q9FAwvMq5+ShifdcBuAr83Yv/9DYaXPa5PM8J+0sYkoqQADGLvNg9Un5fd10L6QlC2XyulA871saoXN5NohO3dV89jtR4sHcAda7ZAkU6UDtWusNrKQVlpTYrCQcFCPj/321zeZp0FtCwElVlkBVGXwMqljm61HnYc36nCdW65ra9uJL4hh4Cu7kG+hAmaOpoX56yDOgZoXjHCNgVaB4JWz0vV2UpHwYvtLzHDywfltlsva1nHuuG2RB0GuC+x1Kt9zthg+/9Yp7B+Bn6Upq4bHCOolAaO17dYhAUgZkgMn3R46Zgx7yQOIMwKkq9RSQowmqsMybM3idWifNAj/+3zansy70nt2ReDL/scBBwjsKarJ7GBAxZl0DrhRAUhctUbB2LA0k9/C8vbrq9mbfWmmfMWsgr9D/+bsX/1gh14OmOJG+D1rK8nUP06es22tv5RJtm3OxfWt31/QRmFv5ZLbPF6+3rRqPWrksXBr8cbscrnemQ7nrGxqGXcPxderLsQrOfvrVWdM0C8AMJo69u2S0C8YKAd8bEAw7qPDbrst3VmPei6wN65orHIPlhvwSK7YL0MYZHfZHlbEou/DuCfMPOP6A2R+WIhS8ksjXs8ZHSHgnGMwAaVRQ2Tdl4W4WyNqgFmaL10Uc1hBoJaeBkQDWOpPski6ygCjueM8mSH/fd67D8mzFcF4UgYviRsnqtdUSdThgAqqJt2hHmn+ucJCzAf4Fw2Ai0rvmfG7LuWIZq5pcoOro8NqwIcAO9qamb9HElGTmoFZ/ueMTLuMwNVusGRwEU6gXpOB8D9aHzNwMoHbhXJBeXUDH36DIw9rh2lLiWKBEFY5oDrQ8Hu8xmHTzvcf9Bhc3PC8aMODy8i+rsNBgUQpQvgLqDEgLwRazX/XhZBgY61s8j7OrWPdl/cQ4MoDdw2dr4k6dCtU19rz21Ev3jOyhDYFLNvAxfa7W93+WZ1VjtJYd8YmINKf6wTWR3Td1rrBpPa5q3zosU+i6xqDiTZs4tHCZq1GZluXxCP3uNYG2IDvRpkZ4G5BKqdDAAFTLyUFLxuMQB6yZ/4scb4MYkGWepzatKM1x1ntf8lHfVrr8X8ldea5ktY+NKAwgL06oCYwUW1ZVlmTKYrKdTxxJo4B4jrdskAcnR6S+AyQ2wf/W+L65Qyw1aRTf5jP7v9SGc92J/QoTEDwEQsuUQcc2XLL8HF4hvVV7ubN8mct86et5BeOKavrTOAY3+rk7L/TA6E0eL39YzQY8D4MSC8lD+1tsSTNW1fXs7eoQHab8IWLwP/XPthM+AV1Lp+0vcR+tvXZZVtwAeTZOh12myZf5b19bpn/lp5hO3n22w7Hp2vPwPVVlHt2Rh+rtfVgHMrW0sNsrHIxiSvLd8AX7Zl8FcVnatgPQPVb7K8rdDb/yqAf899/+8S0f+biP42ET17kwOUHpi3oilGIKR9kcxXr/GENfZvESBmD13BWByFsUynpvHzDGiYFByPE3jT4fjhBg/fjzg9kw4i7cVNIQ/KEqvVl9h1qTewS88sAXsqfVDGJKhTQb0uP0W8YoJtOn/h32gdh4Iwcz4AHHOpnr2WLackG3SQ2uJJ2mu73sqkWLsRLEBM//R8eaBqX1dHotTY3SpvUU/nOiLmdl927ZYKPKtMxAIcS5RBx6wZ5yxBiOl0xyeE8TYinAp2nzLS5x1yJtDTEYePGfvvJeTrHhxDC8BybK1ne4F2PeymjRfPuAYKEapDiiZ9gZPrcJByW2Uv0M5dZzkkWQyczRSUdW9a3Zo0JrRy9dZq5euXb15nM9XpaADCIvtOz5Y1JituO/19AYyLK+NWhmrHglYndDBCWcCxpS+PU2NlfQe4YI9XnSpHgiXEWDhCAMvO7LGFqALFS7/5fS/ZtNWeoRSYkwbN4vVdE3w8trRepe1figDftR7Z/tTK0s2hn1+2rcsFpBn7anptjVM4c95YgRQQVblXMZeXE5ZSs9WAB1gCIdcfn4Fhqee8LB9WNsgO1I7vWbe6WvXKNiomY5ZXi0XMB+KF5rhfpaD+lpZvXl95CSDqOgcseLEtKnsM2Ott7LGsbABsUUS5/UauTVgAXFuH9Tp6dNtFWwHfblz47vd1v/n9rQ0wKaDNTC29zq3/4DZrqvWg9uX2m7bvlFliFuw4Wmcor7YzyWeWurr8vbWBi+1X17keDPhn9ZXPZVXPHnuuj23z+OBm9e5XZcK2qQMuv6srZ63s0cV1fmAHONkQmt4eMHlRQEZ4Y3AMvIWumIh6AP8lAP87XfXvAvhNyNTQzwD8zx/Z77eJ6PeJ6Pfnw4OAuJ4wbSUrWjwVDK8K0oOCEZ+9zSqkA8f2giTwTrWICsBElyhAuXWcYgkW9yPoOAEhYHpvh/vvJxy+x8jXBZwYuZeUwIcPCcenkq3Ne/4aO9k9SCrbdLC02VzTMxt7GbIDz+w6feh/H3Sn1yiJJHS1NvwAmmQgNZBcKlCFA6SoNnJ5UH/h1I5hDG9J6lphgX7u2LnX81Z2WVJAzzugDKiJW0qv267dOyJVyz27HtuGozDw0xVh3pIOkgQcG5DPA3B6QsjbiP6uYPMZYbobkLqM8f2M/ceE07MOHIMkf8gtlW4cuT0/H4yn97NmpozBrW4gDsiGjAoOitr2WWKYxTv0bFjXzlvLgqbRLubNPMox62zBt5wo5G3U2Xz3IHUga4NHLMB3JmDthwxtKBn1eZNrJCWxCoFmarZ3GYuB4Pp49m4EHAPp2OpjSYR5G5C3Ue3crBNp/63uyQAotMEQ6fdIQAht0Ll8EJcBtC0h4JJzxWK/1wFen+raAeazc3vA+1Xssh2TqLHStk+g8+tdH68Caj1OaNtRzgKgszumY85Ed2/tbiMRirUrVvesbKwDMW2xvtU/eitTxIv21Jev+q+22at7W1OUCpaJgKDMsHWqkcS5wkBxoDf3VP1Fl7dRX48vTgv22O7pEsjwYOSStZstjAZmlmywB0E4W38JYNVrXgO5161/Q7C32M4uuh6TXVvTQGiN5WEHfjMvgPECFFsGzoIlMGYW4Ou/5waEl+AaK/DNi9/gwbIB5dLatfZCsLy/Bfr0YLr98Ch4xqX3Rct3497vJVC9HvjUYyy2WWvcm6zikkf3ItENluv8due6e13/htD3bUgs/gaAf8DMP5cbk/8AQET/KwD/l0s7MfPvAPgdANj8yg+4Aq8BmHcBcSxIDxnDS5I0wYMe0wqKdZBakNl0PaUFUNnIz4+0ghW8mRFOM0gTSpSbDQ4fdjh8RJieZolujoS5F4ov30WEKSCps0KzMqPa6C+E/9DfYSNEZSAh4I0MbKoGmXV7sh6AmnOEMc0GbDlqH2duDISaqIKprTfQVaCdjoG90p7HAhxTAyTGjrI7vwUbWsCbndtcGCqQJgjY4ZX7hT4XSdoh6wXca8OZUUH6Qg5CwHhL2E8Rm+cFm88Zp/cS8m5GvJlw+F5A/yKie5XQPT+CUgFIHhap9ro4ZtjuB7wEPzXDl53blZ9gjaLO2ucBtUxCy8KCVCEsGiYqqotVS8HSEfKGESZSRo1rEoV4vFRj3uryjevs8Od+Te6uOEDMwMVU0/4YrjgsWRwswRDa90VHBzSgBKBTSzeg1cU5yntNOiC2TIWLKdjYmIgl+cetXERAEmSUBeCTjH+s90N6DNUze7bYex/Xw3/FZ8faLhYXtIdSnDfxBSBe99Hj5dL2DUHONes6SxZy6Xo8GLdAPbtfbx25ehZgEX2FcUYJHSiIN3LcSSBzmIFw0tmVhCa7sksvEA3zBRYXgB9ntTKnvT5jbRnopCIBTmOMCqxrx70Y8zSElbXzDqGgDxljieiDBO3NLNn1+tdNdX7z5RvX1/f+wod8EWjgMQCCC7IK+w4nqfAnvACAgLpuCZ60zbf7WIGvBShbHwPtc9vOBef5dpdXv62uyZNR8P23B5be89+29QCzrLY/k1mwzE75cTW1KgbAaZHtd9mgtpePaJXF8abt54GuDQoXfxfWkdvW9jfJhc3eXDrHWkZBbt3ymK+3fLNHJudr+mNZL9Ink1lIxvvHLd98sF5lkWkZrPfL1iD/K3BTP0T0fWb+mX79LwP4j9/0QJX9GYA0BKR9xvCyoHSE0zNaMJ+2PRWuAEiC/NCmPgApiAmgSYPnZhshto6Lu4T5dsDh/YDjBwW4nuVdMtBtJTdy3u80MYS4MIRJXrjP0CbX1BoGYXzN91dKQ+lQwSCwqtCk05AWFBbk2n1F5ihANMQGxNq5UIF7XfT+YUFNUT6znt8kElX3Sra+HYf1vFUfzVgOBvR7mDXxSQJCaoW+VvrQ3lOVZai7Q03a0S1ZaHPymLfA6RkhHQjDXcHms4j72x70ZES5zTh81GH7ZUL3SrxYw5RAG3/y9ox8GYJfx/Juvc2UDcJYB15gZc+3wpjXY0fVFI9OKwa9rwKETNWfl21goM84ZD3+KOcytu1bXL55nfWXWLDsHKENnU1br7Z/FAy7dTV4dc0gU/tdEqvINnXwiMbMxxGLhl2VxrqRO9d6MMPmKU7K/ly4fWvZrY6UBpTP2NdGi5zLK96kobbOO6CB47W8AVgCWvs9oDG7lZF258wFSH7K55HrM+bZv6RAIHPaUMZ94WwDIIwZpRfCo9sHmXXp1L5xFi1y2mOBp5b3hAoSFvjdlSvpxJcgWfZdgmPueAm6SZyGigsAJe3EDWiX0qZkExWkkDFzQNLgvMDSQfffbvrLt9bHXgrOs/WCC19v7eaD8+r78GBpxR4vrN0W67H4vga8r1v/Wib5sXXc9j1jUN15KtBdyzHdtgttsW1/9rvbH5A6SKxAWQAiaffEBMnwSKgzVmdZ8rJ+D1Yf5B3IuQzJmnaZ2/O2Aaxrn2t7p9fNbtuLwBlL8GtSJLv32s9D1lfLNzuR32/xbqmWHbLrh12TlLWqQUYDz1BQTMCjlm+Fucqe1sF6Zgf3Jss3AshEdAXgvwDgv+VW/0+I6C/rI/jh6rfXHAx1lFQSxGBeAzw2L4ASI6ZbAcmkhYiJYc4UwFKLDDjgAzT9j3Z+iATulF6N4ngwPiWU6xmpzyjqh5lSwXHfY3gZ0N2xnksKnU2F504dGQjVmaF6+gaonRe3a7KRlemIrG4pmC2+4tAKKNg2UNZ4Ri14bM/wUkei7HRNMw2XtdDKsWNPmbB01vBAcgbijAoOhB1lyVTF7b45Nks6Vg2vJR85ew5kWQVR5QfEaMk99PqoAP2rjN3PCeOTiFNKoKHg9H7B4f2A7c87pJcHxGNG3gRgaM/Hnn99JtTKm/lip4NMXZmrig1aog0oemC6bgMdYcCloQgnqg0nR9RBCBUgHUjKz1gw3USAgDBJJ2ypp0OWhiFM+NaWt1pnmWQ6GnLfa70ZZRL/Z4LU1YZUl/8XF/gVv9VGv21jgLgOnMkGshcAqS0BUtE8aHWdG4ElFXO9H76wv362ac5L29VrJyxkDa+TRbToEus95Lt3snhM4mEA2DPDAJCz/IXQtjM2uVBb75lj5uqtDHWpqOcL7XMFx9Gu092L3mNJGlfSE8Zr2S4em+TLD7jZPtT7WxUHa1O8Jd+CbT5/V6UvTRZizhUAkJdAUXaXgsZFJBaBGPOqc1kH6L1pZq6vu7zN+uqD8/wUtQ/OuxS4ty6yXlJxMTjPljVohdXbR8ByZXvcemCx7aXf1jKCiyC47s+La1pIFGxfC3Ll9W9c2eJ2L+vf10yy/ejkBwqUK1g1IOxZVevHtazbMaDAWaSQy+flgegbMcnrZ+2q0zkgbtst2GVbT2395W2/wvJtcU3LYL0aZ8ivt3yDfjcW2QfrLdlkSRbyJss3AsjM/ADg/dW6/9rXPQ7Zc3MALfeEeRfE5P9QsH0ujfB4Qwv9aEnk/Gp5cTwDl2GSYDwBWTrVEaJUhlhQhoTTk4DxlkGbjJgyeBZW5XToED7tMXwBCQIKQI5AiUGYvyCguKaX9pIBJ2Ooeul1Bbe2RbWvaxsyeahWIZbPzLTNNbhL2WHbx45fzwN5bkVB4tqDmbXicX1u7TpLbIDckpCYJtkYZc+SW/Y5vuBR7V0xjJUtyjwbMI+lXYfdqwRiFcRTRjpFAZKJsbs9Yhxm7F9c4fZHCd0XBeE4gea0AFLCWtOSlSdUK7bQAWEkDPcFfBIJhFwTNdeKjirDHSZ9np2BYAWFietxZTtCdwdsXmSEXFC6BJqB7kGOkQcSMGcJRr5FBvlt1dnFsga17rsHyYvGnrGEFH5f32hCG+2ggwdN+rCeDTBrR0DKdf/A6B5ahszFqYia/3ntKLXtcJ7I5nRxJp0AGqMLgLxG2MC2ySvOnlVzzmkXxMv91otJG0wDbPvUB+aO4/2SY1DtcBZXCQAopbK+FST7YD0PfN3n1jk7cBzEc7yC6bmBgfqY+ljZ+DAVUJbt8yCAIR1kgBg1K2VjhrUHNixWNc9QgMAKrHn5/lV+59kvDizSCoKybQAlTYRU2jEByDodzFEsGDqZTZxyxDEkJC10x9xVWcUaWL7N5W3VVyliS0nFOjiv2b3JZ7/uorWbgSpXVz0z+HWs3eCOecYQu/VLqcNyu8X31fr1n7/+du1aD7kB44syitexxX404QbOjahiqX9aPglc5RcV2LqmZs0qc6DFc6sAtKAVeiv7/v7WoNmtXz+Li5KLNSB29auux3J9KwvcgDO59f567dkR6myRDcYqw4z2/aLlW71J6ECQa2a9qKyxt3x7k+XdyKRnZUolBQYGcy+lI+1FjyzuakEYvBqABpRMVXsMFkaZVYconTSqrVtJrbG2t5o3EaenAfN1BgXGdEpthPOqx+7nAd09Y95QCxJcLZ7ltaA5mglxBApx3c8Ae83wt3B4QHMx8NO61MqT3Q+pSwYVADpdD9Jxg2m07dnqec2mzbat660Muwpn54UB5WzPEa3iq9G/t2+TVNgkchYr/6YzLI2ttXNXD+EeFZTb+ez5UBZm1zxuDx/0ePgo4vRBwc37D/iV21d4edrg0ydbTNcB26zppmugAwAilN4lcnHPSPTWkuSjDIQ4AXHMmHLAPFA9hpd9rAMqvaOCpVK27eMR2H5eMLwQargkA8RUg09b5j0ZiL3zi79ED3zttzVIDlwHVNXH2G/vBo91P2tsPZFr7Wpi0ImqL7WXgKYjo7/LCsj4Ikj24LiuMleTmRsQLdo5+Q2NfSwKjm3xgHitPdbtKiutwYByvtzu0YCoD6TLRcBuUEBn5wxB2eIVOPMgmtVyTXWQiyWsWOZLyyUZR2EgxeaJzNyAsgPSpY8onWwTpoK8iZi3QdyANq1NsDTwdVYJaDOz1Z2ngQdAy4U5xhQCAqNE0ZtTodYHWz1f9PhoJzF6qq5rv/X9jF0/VVuozAGcCXEVuDdzRHrDzFx/eksLzgNQWeN1EJQPzrtk7da2w4JJlpXuWfpnWgEz2vYOaAEr8Pua9Usg7gCs229Rrxf7th8kGK/tf8Y6M9pgGQ78ctv/Iltc3O8OLNdBabY2TdfZNRqrrI/odawyWx3Ucl1nxRf3KzstpBR04dm73yoYtvUeZLvX3IDyEvxWDqFe0xJU1+MZ4Fj1E1ZpGWtA3GQWojkGHrN8M5nF0h+5ZdQDgLXu/nXLuwGQ0TrMCqAgz38eCBwiuvuM7j5rBxswa9rS3EPdAbgCNNJEHbyhClzM+9YKTchcU0xPNxGnJwBvC3gKwDECSR5m/2XA9lOxkDq8H6RhNxcKLbBrtwqAqy8yq5zBgubCbJpGHQ2ykBolCUiUlMTLDlmuXwMNNNIfQJVj5KEBTM5ozBqjyheYhKUJGiBWg9AMhOg7sBnzKrOAm/JntGjb7Bho64jqu2wRtsAywKHKLnQWoHRA3gpYjEfRIxqbWsH1DHR7cQaZNwHHZ4SHX2PQhyfcbk7oY8b+1CMeCPFYamO1sNNDA+PeVs8kH1be7B7jkVESq0RGfp/UsSJkVBmMDcxkBoARQC3ph7Yd/R3Q3xegAPMuVucTMCObJzPLccLEcg/fgaX2N8FacCw7RqAOsoh19BZksEhMbRDo+lljR7y7wdl5dfswtrIZnNQoHdU+MBFiYZQ+NImTMjE0AwwFl0UukuYCH4hW782DZMcm0yXPY78YGM5FpAome1AmqEocrPM0VheQ68gMnmfpiNfBdDG2z3PGGZDNWac0UcFx7ZAfA8X+3tm1U+tzpyjyNGZwCOAhivOHHb7oPrUdYuQhYrwJmHY6sxKAcNL6Mzic5QGwvmdL0141lsRuQKHfXZvCVvHqgdxn63hL+7wgBLQ9C4kxdFLxJ00MMuWIGCSNtnTAYiM1l4DwSEDhu7LY1b1pcN4S951rkJdg1X1fg2QPxNzFWD1v2zkQvb7w1fpLTPIlNtkH511kjRfreDHANYDrgTG5+vQ6tvgSWDZQDNMXs+sHDUCz9bl8mVWu9Kpb7wHoar0d7+yez0Dp+fo1cwytgh7oLs6/2ncJirW9ZJHFLt+5TzHdALcP1qsDNFp6I7M/HnAWrGdNxDpYT9jklR73keWdAsjepqlElmn2QJgDAA7S8c0a1BFYvXgFXBpY44CqUQYgGduGoAydTjUSQJNMV5Y+YbwKmK9ZpuFOEXEfUHopEcMLwualNJQcQg2QMzZ2ya4ywlFSJVMR+zJbjB2pdSwpMPL6Ypbp+AoQ4AobrcpwEqmHuU0Y0q3yEwZoauc2CUQYoTZoWj6DBTa6g6N1UCaVqBpBBceW/Q5A9QGWskqL6e6aThsiRSmOha2OIw8SwNbdyUBk3aiaJ+Q8EE5PA/a/wpg+HnF7dcR+7PDpi+8h/3SHpz8EhuejZP4KoTaQvpGt1nxyqaJ77uVEYRYphYBbrs+nRE0qY8w72rWhiCyjSUikcav3N1tgHmG6SeBI9bnNA1Uv2DAJsKt2Qd+FxZxRAN+Ky8Jo5VCTfHBkATBenw23vX00nMZYzqToeZj0uY5ygGAzKUC1PyoaC8CTuOBYYG4tD6ZBBuT3SCJNnZ1EYcU4nS1rXfGl3+2eVFbBTp7g2Vbv2V33NaZonpUl1coTqPoSn4FdZgHG2XknEwGI4FxAfbfc7xJYdmBYgG5Yrs8FNM7gLp6B46ZJbvedtwHjTZSZv14GkN1Bnum8ozrz0s6/uiWyddJ5WjIROb5q2z3IdSCiBoquOmvk1T7u3ERA0KCD05wW5PsAoAsyXTtyXETMv+uLD85baJCBBjgusMm1eNdt4QAzHNhp5/rK4LzVOlqtu7T+dUzyGoBfWu8Z4mUykAsAutj5XFA/2rrWkTcwXR/IhZiEx0GxBu2BG6tMdB7UR7qPe9711vSeLFivJQdhGMtF/rsew4Nf8OPBemtQzottqF7XEii7YL1Lx1u8Jzsv130Zdk2+OWrBenDMsYw9dB0uB+s1ecWSTf6q5d0ByDYVRqisL2twGxNh2gXMW2gWM0Y8EnjbQJ4EAUEAsbKUHnAzQZhliC7WFgHQhNJJgaSZQBMhKqM5fMno7jKm61gxQO7QUgUbm6ydPrEkKihHAVbCglCdKiwk12JMZhwbkLL/9ruf0g+zYybROg1WOUZQZrnavqnf8sIuzRoaL5eAAkHny1uNyOHOwQpmc2tgDPhyAGBg3aznTCNuut/YdILdAxBGrscLk2Y+O7FehwIGbnZ6006Y4+OHjPGDGd12wn4/YH7Vo/8s4umfALc/mhBOMzhKx13v2bBAcSC5Di5Y2He1V0sP0iDOu4hpF5AHiEevXoeNyKv+mADMEsTHBOQNCeAmEoZTnRYko19AOhQMzzPmbQRug8waZPHR7l+KZsUCQd/5ZXWZHFjAMCANpA5aRd6jIDn53q7Vw8W4wwaS4TKAlgGuq8MEyZZJWkaZkYcg/tK6lKiMgn+2JmWK2oZEEuBepxvZnYPadWonaMG+4n9alhKG6nkqA/GqcS5cyzbKklmmOcv2axbbjldm1RUDbPnrfUAfAEnbadfIy99XDHEFvhcSo1SG21jw0LyhmQhIoWatbNcIeL1kiUHA8XXEtJNA5jBxtYUcnxCmq9ZO+ZmEs2XRNzA4SlkjFs0/ZfHSBuR3r39tLxGrzlqDIXTgJudhUCqIkTFlAcB9ykgKmKcSEEus/sed+iG/+xKLxhLb8ibBeRet3eoBqIEbvzgw5KUS5yDatqPFvguwujomLY7Jq+9LELzcl9t1oe1ff0Pbbwl4sWSML8koXguW9bP1Z68FxVgxzXr+aOCTUC1u9bqkXtDimT/KJK/ezSWwepE5fmS7OmNk2yiYXYPi5bYuWM9+MCB8dk2vD9ZbW769LlhvKa8QNvlNlncCIJN2ojV4i5QVngSEIrBkV+tF05sOwl56oMOBwIU1UM4zmvIOykAoJ2EVeTXdaIk15DukY85APApAz0NAHowSQW2sbeRWIjT9dXOzACR5QVFvZ9PRrTsBA13GXFoSCc82M7VnQSzHrAwNQ7TABpyNuVTgXTqpm5Xptvo6S+KUGmjYE2ZloL2e2+uVzeu5KBNcJS2sUg9NFsLaSVbQTaga23SQlN0mNQmTODuEWZ7zdCWdqUXp2rVNN8D4lJGvZAZguhuAidB/GXH9YwHHm5/vxd81BZQ+IfeCsLy7QX3u+h6oSKaveJRAuv5BfKqPTwLmK9mhAi1WAHbSMtVbGZDnzVFwkmjKGWEkzaTI1b6tfzEi7ifEqx5ADw4BJRL6u4z++QmcAkq/jtJ8RxdfybTetHktl7ghq6xBWbuqNdVyxXD72UJaloFlo4m278J+jVwbojMApNZI9t49M90ALyOeGrgx6QBNTYNsQHrdIYoOnxuoXeuOM7cseI5trm4fKqeox52zrEtJTjjPEA8yXQIBFNy5SgvKtfWIwh7bklJ9H8ZGV3mGHdNpkStj7IIMuYvgPiloJlgqe0SCn6kzFwsZcBPyJmDaUmXza3tDmh3zps38yTFwXg7c4jv5mkwk6GApQKZbAwBibQepbe/Ac2WSL8giiCCZ9Ej+Yii46kcMccZh7pCZcJoTAjF23Vit374Ly2PBee13VHnFY9ZusgINOLFfR9oerkCzB19wddqtu8guu/WXZBqPMsl2Hj7/W2/bZjr5wrm5zUKW8pUyiiVYXn33jY+zRzwHxQIaK9MMKCimFdA0cKnvwtYXVOApZM5yuzPgfAZKsdj2MeDMbv0ZUG6X4LbV9o9Wx3ZguF2PbFcv38olA+TAsOBs1sf99YP13mR5JwAyWIAh1VE8pDH2NUr/ci9sXjwx4tQke2z+voFQYgumM2Z60tIWj1yj0yWRhgbuxQJSZkJnJSSD2zMClVRHm8SuDtl16oued/LHAUgPwPaLIuzhpkkLrMDFUb8qyIeWHZkyZoQ7PX5sYNROHFVvaQCkJrCwx1XYFVACTqqTzstrqI/fg3ZCCzJUwFHBCMm1Zg0knEHoSgPO5tRBqsdFkAFNGBnpCKRDURs1rm4SHIHSS+Dl6UnA8X3CdA2w6n9LAsqQwZuCeD1h6DKO9z3Cy66yiJJ0I2B+MiCcsrxfAmzIWa9dXTJqoztDZChMSHtgeCVBXeNVwPhE5A/pgMo8S1Aka0IbBVil/TVJCiRA86TldAT6lzOGzw+Izx/kOZcCyTPSY96KdjreHcExAreWgeQdXhiNzfALYSmLIDTZSW7ltHYATiOPYJ2UHjTqrOFKS27v0M7vNeQcJGV591Cqu83isqnVM0DKXulEIhBPReISAoHn0gB4HWAtPX5lpX73FmzMzaWidpgGuF0Ha0BWZRFEwq7QJNoo0x/XpfBlALkGzbzaB4Axy5whnXOstFS7Ps8uUwBvkoDjQO7ZW7lXm6WdBN7lISxm7TgSctdmpeLo2rzU2qxq8ebfLaAVrr3b9rylbgEAdzLjx4kFHHcsZWjWzlaPYdrHlvJ41beYgiQwKBZE/evTjNvNCVfdWNNL76e+dq7MhF0aMfPXS1/7p7GYN/SbZM5byiwaQGnffYeBBsDkRGfrK3tsv3tgiiVgW7PBjwHhNUNMq2MuAXP7YRGctzqXd6yo576gS74oo/Bs8XogbbNGC/kE1Zmbx+QXjCDOVHruJSi1emug0wXr+Xt34NWexdcK1lsDZz9ItW08+EUDtr6eeVBdwbGxgJfOw48H61VvZCUbfpFgve+WBpnN2ooaiNHG0bxorTCXHpiJGvu4aphqQ276RxbGVTS/AWHKwmSMGVRK1ZZyYoQgjb4lpxifZeRtAGXC7lNG2guTzYpfaj8+yUsenxCOHxSUDWPzs4jrnwnYHW+4TnVyAYJ1CApGjfWq7O0oQWlA+12syASAmjwhdyQMyswLJsYYeHHr4JpMwZcJ08yxpT1O1ACpsuA1/ab2454dryPnzEj7rJ/beUsnzycdBRRbQCRHse+bN1STBpREyFvg9EzkE+F6kncXRAvYp4IQGH2aQcQ47TvNuseYtoz7LmDeJQzPI3afZex+ckDcT2IxFVBTCVf9s1bCmvRllBTh6SjAfbpq7HDLuIcqK8nBvaupyWKM+afSZjrSkdHdZ2x+cg/6yc/BOYN2WwSWgZqU9R4hF9BxlMCvN6u7f7qLNsrIwFnK7jWGTAZUAJTmCd420H9WvBiV3ePa+Ldt6oAtuH30mkoCxusAYiA9FCG1c3ONqafUIBiOhOk6oCRC/wpthikGAbnVVcJ1iEQy7ZkBCkYvNxYWpQhTWQpoUh1SCDizaKsgFdIWmdNFLsIcX7KJm+cmm1jLMAIBRa+ndvYrdpP0Wiw5iG0XQntGGoRnLhXEqHKKEoNYN6ojUN7o/57q+zGZlx9YNzAi0oi0l844b4SIWDBO/t0TL/avM3GhgWMwVCbhC0m7X/asxrozdoCcYkFMAo5TKLgZRry/eUAKRQLxIHrG/dRjLgFEjCHO2ILxkF3WoHd0edPMeQAqEF6mkXbga/19DZLXAFfX1/qN5X5nM97+GLqsmeQzEF3XLaUX/niXWOLKHmMJghcAuOj/vJZg2P7uO3tvda3fCoorUDZm14DyWn4RuIJiMvbeQKmvU9SegWf0LzLM62dwBkrd+tU7ZH8eLPc9Oz+5a12s0/vk1wfr1cdmg1vGWbCebNNkQF83WO9N08O/GwAZKgEoCkDNSk0fErvCUB0bMtBl9UC2viBZZfNayAaSvRaXGDU7TfHBV/p7GRjxgxNKIcxfbiVFcCHMVxF5kGNxAuCAUB4i8q4AQ0HpoyQ6ORaESU5cYh0ggtVL1wetyXNgdHq84t8OS9Yp25ZmCKDnJs8wnS9HRQ3K0hj4XlusAc2OpS4VyDRwXAMgLUZIZQNgqBtIaxBkGhZg1dKmwwxkRt4lnJ5EnG4DphvpGKtNX88oPSNvC8LVhK6f60hR7pEwTQGno9BRPEsQJfcF3e0IfMB4+H7C/vMeJUZsfh6Q7o8Ipw6hDy1Y7tQ6bAsMikd51pZ1zZ65BDMquLL3oBZ3NmgLk+xfMzmqHzYAxAPQ3QvoTvuM8PwV5ufPQSkhBJJAp+MJqYuYr5JYix1PKPcP3wl8DKChmspiYNl5GrgJkKBaNunPEsD4w/kPa/DrB4AN2LTPJZLIYhhIJ0I8SjxCTTsPeT/MQO5FU0uFRRqUVIMcJKgvXtIBA8t1gXWAoLrcqB0ANAp0WjXCUae5jEHy0gugMshnsgoLzuPSPItD268NWrltc2mx4wAVENdBAKCzI3qwzEACypCkXduEGhvAptnWV5yd5Gox3QrU4F/StqIkqins48g6g4eFmwwAB7Dbi6+/k4LjyMtyYbIL4BHJjpVHXoJpYg3MY6QuIwRGCAXX/Qm7NArbFIBAjD7KgGc/9fI9zNjGbzGzz9taFEh8VXDecp3DfUAFI4ADPh4YQwDN5fW2fbuex0DsJSB8Bm7X39fr3L6eIb4UnLeQXpTlNZHe+Bko9sDYracLYFkO1MBhBcq1/ltbI/WaQgAbu2puKwXNzpG/Oliv5lKoL44cmGaswfOCRfYNr3+eK1C+ZJipXtd6/dcN1jNAXO/NgWcrg/I45M5/0WC9N1neCYBsL0cAjADDeEJ1NLAED7IxkBNAV9K5dfvWCBcFfxKg1jrZOZnlmlrDDQHxSDUfd52itaj2nlGuMt673eMwdihpCwBVP2d2bEW333wpbFXaB5n+uy71vihzM8EPrmxa0FpW+7VJNXqqHa7samwBYtU+zTtOaEHjpPvolGU8Oau1ej6qzGg6cGXK5d5kUCF2WcvnUjPqAVVLW99FH4BbVHmFPXMLlpquEsabiOMzwviUMF0x8q4svZATgMAIYwA+GzDGobVSyh6K77NcbOgZ3DGQGF0/48ObB2zShB9t38Pp8xtwH4A5I0wZQKflpFl/5aEl56jgGFBtddMNVzbMmDVliO29GTsfJ2s1RFoSRxJgfCz6HhhIEZSS6OSPJ2CcgL4DTbca5CXry90dKL0T1fLNF0uzbK4WhNYxABUoc6d1bHJgygMqB5wX7gMBTY+8atesLS9RyrYEVcp3m4UifT2FzFZRBnFF5Vo+kY0dc8H0QK8BbR3NLgmJtd6ZxV3CM7/eLcJ3lvVkbVvORW50vX8NtAsC7FxUvayfUYPz6n5OdlH3Vzu4nIFxUqlFaNdP7p5TEHC8ichDQOlbNH3VeOv76R+4BbAurqHdsww+UAN5S2dSOWlPp027H9J3XqU1wfaVVNE1+QxQy0edzVgcBMuLUn1yZZsVfNvriClX7bE8OmGcAhUEppZeum7DGMKMXRirK9G7ugj2M3D75sF5tv2SIV599yfRPy+VqCwx/Dq0d7Pa5xLopcUx325wXjumA7SMBoBL27ZuYwl5nIxiDZYXzLJjiqESAKtAC/mFaYgLVXlFBdYVaC6f2y87WK9OyPASKHvG+LXBegycBeuhnYPOrqkN1iqT7GQWXzdY7zsXpGdAKY4S4WzZ8QyIZYh+MYwSTIWN2HPhWtZ3B22ErSPIEoBmAXbrYL7SBZQuCt6xHOdWKAOj7ArilTAF4ykhQYBg7oH5Cph3rOyFFG7RResDj/ISm9TDwIN+J0jnnFCDfywZh0VzT9s2pSzH0Hb92MpScWSQyRo4Qm3wWHx3IUDQmHW5EFSLrJC5ZgEUsNh0l6UjsSFLWh/1/ZC+K9EiixwhD0mAid4HZQGOINEWH99nzNeM0mtChMBAJqS7iPRAKIlBJYjM4UErUlhWTlJGu3SE8YaQd4w8Eva0xXF7wgfbe3TdjKkDchfQAdKgqEY87Qs6bUhyH6qGOB0LgvorGzNshFBJOriK7Z7XDLPMTogftzH8YULNOBhmRjjNmuwhgpDB8wwujBDjEu/FICyfD7J6V5dV+7IIggKqtRuAWq8QGaUvCBxEJwosdceBq3QFcKDVlA7623rGw6RKNs1fB40q/ch9cMejFuCrwKraKNkhFXTV8udBLlA7Qu9sscimZ9sA4KRBf7WzXT84B5yrA4XplwS8ElGTXeQMrB0sAIhgm7EAyh4c23lilD8ioEv6XLRzVteKMnTI1714dutAg2btnFTiZW1XmAriVOozrPpG1+FyElIi9+q0Q1RdeqSd9g9/icPa89R3YbKK4N5zHb3bH7v3ye1gi/UAGcgmBgUhPEIgEBUkdaco2mAHYgQqKKwOFrUDDsj6+3dheZPMeZeC82rRdiDIvjeZxAo0r8DW2Tqsfl/tu2aS/f4XmeT2Os/+1tvWdT44r7LLLjjP12kDyg4ML4CxbbsGyzWtewPFcKC4yi+cT3qTV7Bjk4EarFcgWOMiG8yNeeavH6xHxiK7dWcgFytAfGk92vq2rUPYi2O3623XI/W1Xr6W06pBhgFtOVFxLPLrgvUC+LsVpBcyo38Qpo0YKLMWGOtDM0CnFmTGgarUQphAYfGahZKAKWEMuXbWou9tQWIAlAlCe0FdQUgFIRS8ethguu+RAIxXyjxuRH5h5vV2PonaRkv0YbKGgTDtBDxxBLgDimkyZ5L6oFIDY2HjyOjvhN30wNY+m+bPkoJIIAw3l4gDI56KMMaJhEwCwLOUyDiyZvPT+1H2wzOn/rwlSurnuuh7KR1wekIYnzHyRlwbujtCGKVUT9fA6aMZw3sHxBzApwQ+BdApIN0F9K/EOQKk9k9HGeyE2TyI/Tm10Q6M7k7Zwj7gsO/wWX+DTZoxTZIBsfQaie/L0FSQHiS7HgJVHWVNj1sSOEYBwOu+zhoBH5TGqNZ8eQDmK7mmMIk9oFnghamI9dw0gRSYsLkT5FynwzkSaLMBdWkFfN7RhQCHIFsyB13EdtEB1kLC3EVWWy60Bts2q6C1rQNcZ0ZYxCfYUozlNyCnILp6IduxtAxZ4BgTqj1hPT9BfU8h5QT634JpirNlqlpZBbLGKJuOqj4MBhcWPbJzs/DBjFwKqOtEh6zpoREKUAJ4muS7AV4bQGUo4LWpKS+/UF30KoMehQD0HbjvwENCzQaozFYZOsxPBsxXsREOrqNODxnxmLVjL/C+3YIl7Zm7FxgIYQyIicApIGTxKTepXO1gTVpn71nZ5oUe3cpdRk0fvdA0rhfflkGPZdhEG7U6pawFJYWCLpTqb1yYkHTUZvZugIDNU0kYyoR4Ztj97i1vmjlP1jdAYs+lMclWLvxoxp2oAubzbR6TTqzZ4MeAcAWu7niLV7/Yt/3wVcF5PqNeZWVXrPGZi01hAb9rtph1vX5m29cGofaMXKDe4qGfyStIwbAdr937pWC9x+QRy+f6eLCeB7pnzLE7nn8HFfyyXUdr6jwo9oxzPbfd73q97svAUoPM55ZvFqgnj+Krg/XetIt9JwAyzYzhy0kCQSKBB7MIE4Aj+lHVesZmJSY7Qz2T0YLKrIxp9HWc5AF2+4K0z7UyMBHicUZ3r/7HkRESI8QMLgHT8wH9ZxH9y3at4QTEg+gVKQPDc0J/n1F6wnRNwGAoXs4/bQnjE8J8pS8vCsCmIowwF9Hv8VaPn8UnePM8Iz3khTYSaB1JUd1kSaTpkEWSYsB3vBGwV6JmDpy5pfwF9LjtOZZOEpvkTIup7+rLHAEiqpZlTMKmilyBUToWVwmWexBGlYEh66xuAO4SuoeA7qUERHUPze6tOkHUxgcLJlGmV2W0vXmhA4BeHEZePu3xxdUOeQ5IJj/RVLg2EErHjPTqCDpOLU1uaCiLCiNvAnjbZCg1+MwqfGYEDUC0Z9NsAFG9lEWXLAO2MBc5Z84isWCWQKtaoKSR5E4Cp4jesOb+aS8BQFek8S5W4dzvJO9s0UivtceuA61Tb34QArTfCEBuP5WORQ5TCJbCWsq5OtWYVnyFm0xzXAd5AYu2xGQJdbAdtO5FkgDbSYAqpyADbWORWepdtYMCFh20DMrEB7DpFItYuyng5XGUDHimIc4ylc8+9bVqnqteeZ4be+/qTt3YAvfW6ahTRA0ctA4+SVY88Y2nmiCIg7QfcT9JcLNdnwZKVo9kuA6bUAeoxEJEBAQgS5sWt9bBt3JgXvat/EA8xSO3wYS/jQKRWllddfuuy1BdH9s7qYDQAFMwazfxN05qCWX7SgdcRHKhHe78htHw78LiJRVvlDnPs2weLLnvZyDZAS1f9wirdR5E+8Ufw/a9cMxL398oc56/URec524eC5lGZY2xrM8eLJvcAqj1aZHFEgAra1yBMtBYZfNBL+rGUlj81T2LLCix3lNlka3+OADsGX7PMLe6tvq7BKjZHZuXdbWeB8t914B6ca2L45E+59cH660z64HYlU+sHC5QZRb11fF5sF6TXLxZvX03AHIu6F+ckK86TLsEi9ossWXKA1Cn98PIiNQ0r6K7laCwMJm3L0kgXICmUBbQEjSblfl4hrsjdp9d4f5lwPwE6IYZKWWcjh3ifcD2U8LuM9EblpOw1fMdYd5IZ7z9vCAdC45PI6YbRhqyvKjUtHZVnxdQ7ctoJv1zHRoJwNo8FyCfh4DTsyTBfXMbQVpK4qCjrmSNQmHMW8J0JclPhA0TwNAdLEhGZRcG8iZASjHACZh7BdVFnB1sOrqmp3YsPkdCyED/MgAsx0p7HcycSCt9jzn26I4kQWsPQH/PNWucuWdIoBSWAYYuYMICKdMB6PYZaZ8xU1TgSpimiHmK6GrAIqGkUFNVx4cJ4fk9eBxB241ML+sUM+aMCCCOHTg0+UU9r07t10Qtei1VsqPMVzwI6E9HtdUb1U/XGL8YQVyEcSQC9R146ATojQBykdHx26xc39JCxAhDBs9B0rPbwITQXpqxGfY+c7szjgCBG2gOLfDE6kpdTC+q7LKx9nmzBNQMGQzbTFOVPjF0sCyzScZSlxqboI24BZ6pDIusY9T3XGVUNpuhMy911kqzy7VOVWMRskcW7jd/vGkCplk6VgOt5ldcQaxO1easnZOdP4jrBgg8zfLdM0smxyosTPWcQYcTMLYpXQDADITDhA5AOuQacIssrj9hzG1bIpc4BE2m4mZtoFpv6ft0NsseA2ldiq1dl3tB7ZxLx+BBG4FCS9mOlqn62Xsar/2NnaezIXYuVDtYiowYxSknxoIYSmWMPfuUlaVKoVRHiwBGRnjnGWTGY4F4rk7Wde01a5ezBMwVzLTjr4PzPCP8WpYYy98fY5ihQHG9vf9+BsrrMV1w3mK9279cOndjjX2a6YW0whYPjL21oqsvNcGP+SBbfS52QYT68D2QXrDJqMHAy8FIC2iTuB3ZZ2F44I5Z5SP1vdWqUbe1mZUz5th9fhz8nq83Q4DF8WybxXvUa3L9iN2bAWezfLNgPXmEXx2sF3TQ+6aZL98JgAwGwn4EiJA7sRECqxxzEGnDvFUpxchIR3nqRYPSpLEWfXJwUovikk3MG+l14ymB5iL+p9sO6cU9rv74Hlcf3+L5sw60nXA1jGAm7KuHp4AdnhjdA1BeitcqsWSAm7cBp2cB81VBrw4M81YcOdKBsfkCCDNh3gHYKMt4UI/gynwDKMDwsiDtC8bbhLsfJOw/ZoRJpAjmTxwmYPNFy0hVs9YlwrwTqQdYp/nV3aLqNwNVxwWaWTyVGRUoNJAjx67Z59TEn0kyBJoUobtTna0GIlY2mAv6e8L2U3uGRYInJ662W/NAmLem31XQ7qbZibHwd7bshUyE6Tph/72I0/tA2emg5BiRjiJrsIZEMqg5m6/CwGkUBi6pbrMUbeDa82zPVM9tgep6j0zqqKJMfDrIQCSOco9SZop4MtdyLqCIuiR/19eYt53MchxnCd4rjGYI/m4vMRZkBjiTghUDu1CQog27yRVYZjEsqUNlKbn1vbawsn0cAExU9a/tHIzpRkC3DBihMx2EENh5hzcG0EutJJkL2ncdpEWTVfQBYSzSQvpOQ+UWtpj3KE0Z3EXkTRJ2eS6IR5FUcCl6n1rWbKqVWMDbqOu6BFLwy+OI6lcMiD0gUf1fF2OBY6gd89kshE8okrOA8VJEbuEShTAzaCTEWTXFKTRpif0Za6wyE47L53GpY686ZhZZ1LzVwUZQJmhFElSJBdbrzAVAP6usxspDeyZ2LWiAydo0bmWICyGkAgrS2MRYEIkrcPaLWURZogEiRh8yBnW1+K5pkI09tnULFu5MUgEHZlffgRWI9eu1vsHv746B1T4XjnkJNF/6vpZe1Cn7xbbcfrO6ckE6cSk4Tx/I8s9vy9yCbOHO4eMJACmnTGCSQe3Zcau8guvA0LTGzDYQcfIIzyJX5vkcgK4HG69lk1fv84w5tiZVH+diO1tv+zusuwTZBqRXwXqeRXbbyzEac+wt37wu+U2C9b5Oavh3AyAD8rDGGWkfJHisDyCWYLrpSsBlHIH+hVpnHQlTYKAjZA1So8LInqVSiQVHwnQrUocwA8MLDa7bJKRcEP74Uzx9tsHp2YDDdY8nVwc82R1w/KDHw2ED4oj+Jdc011RaINc8SArk0zMgb8VDs4sZz59kjLcJu89mDC+B43sR+w8D8lbYQgm4k5cnwLEBq/FJxMP3A+5+M4OejsDnkopvui0oH45AIYyf9OheaTpjc9dwCT4MsBnA9WwZgDpiriQfCxiVDFTWeGBhF8MEkR8oW2TJWuIozwVsThrynNMhC4tapKYwAWyykI0w3ZMCetFCG4voRrnWvmSg2wsY5wQcn0Q8/Crh+HEGbTLyHEHHIPKGk3hcI6vcZBtQfrDDZteh+3IPujvIQd3UGPdJIvV1OrkkWmQBlIvQBjWTdvbNei9qSmmzxfNZC6k4ZiFGUN+J3nS30eeYEe9OwOkkgOW74mJBDIoMSsqKFwa0/lEqCEkympUxAjMAUHOngLXF2vqtp9BJbPwAABxAk80YWasswbKUJclL9fpOwLxr8oD67hiVgTbdfrUw1CUPknAmnooMILMCOWp1og60jL1VNql0EWWImLcRnESrG2xwFCO4g8htphkLP+TctsHpBB5d9qOcG6NcTMKhM1C1gyz19uyYdXq3PlKSiu0z6AFNm1y3V9CrzK/IQfzr1mdgbL6xUbksgFEFt0ECj0x+URJhvjJ7PbnqAKpZO63DZUKzcCtQ9xiu7U71QfVuFFXLsbzFhs7sXlFBCgUW+2oAwWXPWz4ibaMhQXq29DFjl8Yqw3jTDvdPc1kH50E/2zq/HnV9276BLqrboII2vx4LQLUGw69jl89AsX8dF453DoKXf+t9z5hjbXvaNbXgPJ84pAHelcex1s9a5zwwLq0ukg2GMwQsR3muVLReKiCuVouOuRb8qESDscgWrEce+NMC/PpgvZZAhOt2tR12z9Bj1coi27ar93UREC/Ov2xaKot84XheKiLPkdr1OOa4guf6iFqwnr3Ex4L11pZvb7K8UU9MRH8bwL8I4FNm/ku67j0AfxfAbwD4IYB/mZmfk7Tc/0sAfxPAHsC/zsz/4PVn0DvOjHh/QjhEhE1CHCOYCPM2YN6JrIFu5AnGUS2COqBoAFzurICI3MIa2BKBeQPkLWO8I/SvqE7vo+9QPvsc23/0Cd67/TV8ejXgy+EKHzy5x4fvvcKLfsaL2y2GzyPiIShDKGCWsnSqp/eA6aYAnTz4XT/h4dkRh4+ucP2TgM2XE/pXkoa67FHBQHPWQLV0m64Ip2eE/Q8yug8PmEdxekgPwvqWQuh3I8bvM+arDt3LgHiixuwwqj+vuV6YtVLLymPWZHoN9gq0oSCXdCR3y2lR0X83izTT4dZsWKQOI1BJxSGLPKUPmK7VMio2SYX4IIteuSbfmFUTrkkoOMozM8/i3AccP5CkLLzNQCbkMSAdgwTIjRL8Zo3N/nsB8xboHiJu/qTD9Q8j4vMH0KgZy7YD5use0zZUf2QKDaD7TF8GujiiZgIEdOAAQrhnJMvIxgIecBqFHQ5BwPFuC+47IEWESVhm2h9R5hkUY2MWfsHl26+vulhD1BUgMUom8ByATAKiqIj1bp9REJXFbJ0ohzYVR2uAQQCSgu9CwlJTKwv23OerAk6EMEtwZH03Fbyh6uaLYxGbPZ/UO0DqSe7lWGABdOlYagdpAz25fPdZE2jkISBvggykx6z2faVqdLmLoCkC09zSSkOOjXkGe/AMCCPlPY0b5QfTNOq71aA+05zpPva9pqGGWAiai4X3U2bWPkyuUxIQFZCfJmaWY+pM0oLlZRbvZD2dUUfC+koHXfrggqjlr0TrkVHrGAegbHWAVAdUejynIUbyszOtaC0arLqe6yoyRoBJgiejzIZYpxlJNcihrUshI5JEv6dQkMKIbZyqljF/Awb5l1JfubHHACog9uyxrG/AY8n0rr+7/ysgWkkOt95LAfx+dHGb1W/cgKsH14+B4MoeQ/crHkSy2/811m71mBcYZntQZ9ZuKpvyA1vdVgCqSp+CTkEaS7xEfO27Z5FtgFifUwvWWwz+voblmz2Pdfa9xYwet328BGPBBrvt2N5xHe22W7uoaQaWLLK9J/24KDdWZ+sjOrd8s2A9eRTLYD0fdPummS/flKr6XQD/DoC/49b9mwD+H8z8bxPRv6nf/w0AfwPAP6N//zkA/67+f3xhCXoBEWh/QsgFYRxQjpJAoaRemWS10iICP4hGtrt3ukIFmgAW9mrWmTK1bHDCNgWU3QYUI/InP8fN/2fAPHwPX8QrfPrrAU9v9/jw9h4PmxNePd3hdEjAJGxWuhcv5dIzppsi1kORMc0RY4643h3x5a90ePlywHijnWZmpFdQEEmSkQ1Qb2a59nkLjB9kpPcPmKcI+mSD7SeE/hWjvwMOpwHHjxJwPYueWbNWEWmnfwKCsZmOJRYk4wqlTs3YszHXDQYqmwygJlZYFOjcsvOJVrBpnXLX9M2lbwGG8y5ivFarJ6skuR3XB+qFSZnxCdVaLZ4k8QYVcc44vs/gq1kYy1k10CeZXQhjrmUg94TTe4zxoxmnu4i0D9j9TJJ1EIvMIt9sMD5JmLemk2w2YPZsrcyAIY5aalNlA5BpB6QgsxPD8wnhlGWgdn8C74WxNnBcbrYCljKDJmW7DRyFbwaOdfldfJv1FQDc1JaxbyUEkd/MApTLFBCSsMyhzyiTgmQGkM0LVJ4tW0dQjw9tXDVwxfoABc72XZwqGKdnQP+CkI4ywLMOMWhyF9Mllyif49gC0Cigzaho3EB6yAgTt4GneTxb5+VkBSUKMM6D1PPufkY8zqBR6emS5RxqoybrVLOYCzCNAo5Nq6464/XyF/Nv4q/lv4pbXOMl7vF78f+FP+j+CJam+mxZl6cQ23Vbp+7TcasukpjlPWUWIG/3HFXOQbFF1Zu+OrOUYwCMoCwty8Mr1sa5oD1zy4ktlqSyWJHB24z+akTOAWWMcig3O4hUQInBM1VG2EvD2j2tPjuERUG1yF3Gpp/QJ5FqDWnGJk4NHFOpEfL2HYCzfvvGdfZ38S3X14qlYEAZlT2u2xiLvFq/AET1YDrQcYD3EiNcxyZu3WLb1QWuQe8ZoMP594vBeevt/G9fZe0GONbY/nPdbvHnU8gzo0oqSsFfHH8DvzX9FdzyNV7RPX6v+/v4g80fNzKAS2ORrZPRgTgbIHYs8pJNlt/JTml9lLvfyi6vLd8uPBvPJvN6/SPfK1jGI+v9uVAvYQmkmdu+9Rh+PVUWuY6j6+NvcQQGhuvgzmaZHIu88EFezbI9trwRQGbm/4CIfmO1+l8C8Fv6+X8N4PcgFfhfAvB3WIYEf4+InhLR95n5Z685ATgKaxGmWTSizIgHQtifsMMNOA6gmZBVswoWV4rNC0be61T9AFTdKDnQFyyAjFqSC230eZMQrq4kuOVPfopnKYL4fXx52uHzX0u4ef8BN5sT+md3OF0nMBPmEnD/Yov5Xn1EO61IY8DhbsA8RQybCdubE+7/POH4fofNFwGbzxndXvWIWUaU6IGsILckYbl5Jx0rf9nj+qeE4aUEH6ajBIF1dxGHjyU4Jh6o6mPjEejuRPbAevhaeAnVDsuy4AmzrMFLGgRYEiQfgddGA3UAEkZ1y5jleDm1gYhnmDmy6LSzIPBpJ7MAJTVJCWUBM3L9beBiKaBN8hFGC34rwtg/I8w3AiDoFGrHGY+E7pBBUxY/116dPHogbGbwPjaQO/TIfZLA0CcdTrcRudcBVrWqAqoesrTyZFIWoE3RUxAQv3mRkb44CDudIuh+L8xw34O2W3AndnIcBZXRrDplBUSUEjB8s7S133p9hRYpBRkW3DQDCLGIL3SIKHOouSkoQNhgDqDI4EwS3FdcJ2uuF3aCQgKqecVWejwSBeTkARifMvBKJBekmvjKSlLzWa8DNGu4s0zh2ba5F1uyMOc6wKPAwIya1AUE1RrrZ2Wh46kgPkyg49zs05yUh2ZJ0mFppTHPzbUiBHDOS3CsAT1/Yfqz+Jv5X0AvDt94ihv8zfwvAAT8YfdPz+UTzCLnMXY5do0ttuP7aHqjeeas6bPRBm0LTTGDlI5nK/seKJB0+IwgwURal0oXdFtU3bkFPy6SjOhAnmJB0sQdMxNyiagZ8GIDtw0Uu17YlsVnN6ZxTBRFxjDMuBlGdDFjLgHbNNXAPD8VKwF5bmCkF11AmMvq+X+N5ZdRX9u5WnDemk1esMdwn+0PqMB4edC2/jFZw+L1uO8LULxa3/Z/jbXbGuih/b5gj3HhN8cmV/ZVb/wsOM/WX/AzZwPGJsNixl8cfwN/Y/zna319wjf4G+M/DxDhDzd/LCeNBnTdMZ28otGucPIKG2G6OrkApVTbpzpoPHtOXMF1/X4mz2i/sdvWLmkBpBv+XpWHFl9iwNazy+tjyL5U76lR1u2YDJxZvi28kZVFrsF6Wo8vWb69yfJNxI4fuUr5CYCP9POvAvgTt92Pdd1rADKkYNiUZVGt3jwD04SuFGz7Z6DS4XSLmiAkTMDm8xGUC07vDzg9CZg3OnWv7allnksHAEfxCQakwTaDbtptEOYZfDqB//ineDpnpOMHePGqx/5XEu7fn9BtJ3Rdxm4YsQkTpquIUyFgEhRKmYBJ/qaTOCpc3Rzx3kev8HK3w4m3SPcSONidVJJgBZ2EkS17Uiu2DnOfsP1ZxOZz0fdOO9H19vcF1z8tiCeRYwCozHCYzepNwXZPNU2yJEtRMJsFgOYeQA+xz7JyqFkLCzFigdrGKcMdCd1e/Zkh+mtLEOJTXctJJDCStbO1dLQW5GfXFDIqaLEsgBbwZ+x2OjD6e67s8empeumeImhswDodgHSfgTmDN52yekDppMGQDItyf9OzLaabDvNVwLSTJDAcqXpS18GBliHLTDhvCEUT/YUTaprpeASG5wXDZ0eE+70wb0Tg/QFEJLKKjQBfmiRhijHImGZpTDYDaLMBb4avrn1ff3l79dUW1xsak2xpeqfIGE9JgDCk0SYFN2mQ0dh87MCnAM5obLItDEkmkqVOwFjk2plRtewyqy8JUm113gZhVQ6Tm00h0Bp0r7O1Afa8JVAO6O51sBpIA/ZItMUZkjUPQNzrNpHQvRoRjpN0rI59pVwERJ5GAccu0t2C8XjFGlMMlQH+a/NfrZ2tLT06/LX8V/GHw4+W8goN3KOo9DiXmp2RmRsA9my4Td/OuY1R5qwDOVTGW6RwqrhNLOcypm1FpJYu1rgD0VWixipUEi2gOcWwDM5ZZx0kllF6UgoMDEUGVya50ffl2WDfqdIqnbQ0knosZaT6Ycb15oRNmtT/mLBxqaMDmoOFL5+mRz6VhMIBW0vH+faWt15f18F5ABzQWFm7GRA2EAM4gEWr70sQfBact17vgCzW26Adb80yr0F0A7r+WLy4riXg5sYew2/vgPCCNV5uswSubr2XZWjQ929Nf+Viff2t8a/gD4YfQaRLrkzZQNTaC2/5dpFNpgV4/bqWb2cMr/+j169byiP0WFj+dnZ+B7x5cTy7L5VZrNbb7LVJLuTe5ASt3ALe3m0drGezPzWDJNFZJvrHlrcSDcTMTJdCf1+zENFvA/htANjEGztQM8lPCZwLyqt7hGlGf7XBdB0RpojuQfS1w8uM7osH0OGEMN2C8ganJxHTToGh4ccMQAFOssC1oi4Dk5reX+0ExIwT8PlzXP/HjO7Ve7j/tMfhewOmmwH7DzKO752w3WpjqA2wZYIiRs0QxlNAKYQuSmdi6aHnrWRs89IPu64wMYZXQH8nmtn+pQTtsbp5zDuAOKC/L9h92izd5i3BUlEv3otG5tdnXljBnqbxBok0xG1veiTRAsv/3KHavFXgTcqkJqnMwfZXRqhoSTfNoZxfHhJHC6xE1R3T3AbFHnCb7MKcSKYrAneMcAoIowb+der0cc9Ie2G9ypAwG2u9yUiB60B5etJpyumAaUeYt/aA3DVl1Gx5ceI6oJivZPA1PGcMr1gDDuWZbj+fEe+OrbGctKPtO9EfFwaKgCYqSYDGaRSATATaboHNIB613+Lyi9RXYFlnuw+fuPVc/xM1/SYAjEfzaIQApK6gH2bEUHAkYKIEPkXxMa8yBt3F+XbLhQOWwY0YDSRBQBUzUCZUj3DK6vQyo9kdrZ/FCiTX9Ops9aWIhKtup/eqgWkiD2KEL2cgBYT9iBZhXkC5gJPMGBCzAMrZomFN39GAMVWHC2rlqBTc4vriO7nl67oNAFSP5BCa1phJktMAApQ9K+YlGIUBFNDkOuRcWoYvL+NQkMyd67ircJAU8MoDKuqEUQMiCSjaLthsDBNU3iKD3xSLlitlcXuJRGbGUooDNAkUQfSdaOch7amZCaHL6LqMUgglB4RYsNucsOucnEL3N4Zp1q60FEkWYgxUJK7McQr5W3WxeBv1tf/eLQBh1JgIq65C667WB8+u0bIoVpnKahu257+qrvZu/MyQJwbbMXFWPy8ds27Py+3w2DHX+1fN/eLmFavqyqAHDYxl+nI/mOTVMd26EFq9XC23fHVZDmV13u7JJxBZXOf5eia9ZlquW5OkZ3ED9bjLfb/Ounqex9av9l+ss7J08Tzn64mWq6jW7/V2l51oLD3811m+CUD+uU3tENH3AaihF34C4Aduu1/TdYuFmX8HwO8AwJPhI5bGmBtTYQFNfQeeZ9DDEWG8AtCmsofPD6CX9+B5RngesAEA3gCIAhqNOUIDoelYEMaCkIt41Brj0pFkl+oSwsMB/PIemz/YY/jZLY4/eIJXPxDR6YkGPExBWQgFw4GlgGrnzRrZTwTcHwfML3pcPyfEI2tWvQBLrV2BcyB0mdHtGWEqGK8lultYWdLOAxivCXEk9HcZcSRQ0QY8WfY+kTeIRymqE4MEFgros0x1VBjxpMyuBsOJS4O5MnBdD0CTL8g1GCNt1lscuXZyHOWc7FglmVqV9SW17eQ6Ghg3aUyYGOGIOoofb9T1Qtp5xL3eb5L+MpxEchMOMxAC8q7DtJWBBjYZIRZkEreM47PY3A2gDYe7bmMfxapNZRQk2fLmK2GLt18U7D4dcXyvB4eAbl/QvZpkgGfelgCQkjB5NrVNpNNNE2iawQ97ARgb8WbmpEFcb3/5RvUVWNbZ7X/qV2pL0xokqQ+lBBCJ7EKTzAlmigVdP6NPM2JgDRASgwuGguSKRPWfMR6+s3NMVGOD5R1KSnMZxPV3ApLTkatTQmWSoPtz08VW9maW1ORpn+U8c1bXOvndZmIAB5iZQfux3az9xixyG+sA+05uY5xksNSebWVjK9ublYHuOrw6PuDJhU73Fd3bAWQ/S3QSXYdb/wcs9Mq+o3XXXdGQuw9OK85FgYYRDNZxswbx1dnARKITd/XfBr6514ygQV5GddnpClKnqZ6NHjRwvAZ2sbTysEj3iQruiCSocbsdcb054eHU43js0HUZ225eTLkG4iqXMJa4JgVBQKKCrTLMhakG730TicUjy1utr9d//mMO1FLsGlgQEEv19VsAI8tGWvcUrJCri+s6CTigzG1bOKC7oB6XQLlts/qNoGWL6/us7KdeExnzaNdIDQBbOvl2TcomKtqS4+n+Rua48i/XRYt9pTGjdtHMkEBYvbDMeEWP1dcHPUZox/GgdzWjU393dcqeF6+31ee6yM5Hq7+6r/8737YC2fV3t/8ZYF6s5+X+WG53fkxu+/nbWVy/HXPpOEPE+upZ826xexTNr3zpSPNmQPmbRBf8nwH8a/r5XwPwf3Lr/1WS5T8P4OVX66P0icwFPoobfYdwcy1auv0R6ZgFWJ4Y/fMR8bOX4ONROoTDCfGLO2w+PwqzvBddbe5En1w6AYbhVBBPGTQWqWhDJ1PfRKJb3XXIH9yCdhuZHn/1INvr1H/YB+C+Q9knkVQAVRfHmkYXmpGPSKaZ031EOgiTnQfCdA2Mt5CEHr1ant0Sjs8CxqsAkwzkXsCoAVJSBm3eCPtJM6N7KGJzpVrIooC6RDgvWNQOSpKFCOtcOy52YHU1NW32cDRzlVvMO8J0I4y2OTmUjqovtQFuK9iS8U+3De3PSqCxe+nASHtGPIneun/FGF6Jf/J4Qzh8xDi9l+W+MkCFlG0WB4NuLx02DwnzNmLeCmDaXI+43h2RdwXTjZaHRC5Yi6u0AkUHByMccGfMG2C8EYYrHoDt5xO6z/dIewnmipNkzRMAFaSRihGUInz2PNEgK5t8GsGHo4AlqwlzFp3q21/eYn2VxabA13gr6xRXDAUhZt1OmONNPyEpkOlixmYzIQ0zaMhAYkjGRK1L64QPa4YIAIpIMMJsAyZG6VvwakvyIfWP3PxyZYnrn6wPs2RqpLloXRSgK2hedeO5gMZZ9eP+9yyA+DS2DtW8trNKFroEslkCXoM6OvtOMeD3Nv8QI5YDpxETfi/9vnyJsep9hTkOTfus4Jn6rrlYrM9pZfbCS2bndFGXansnXsmIJJkrh4gyJPFbHyKm64R5p2mrydV7QnWxMcaOCUCSgM6hmzF0M/qU0fdZBlukuELLTyUpVGJBKxaNVO5DQfTM15sTbvsTupgRo/xmjLHpbr1lmwXf+U62CxlDmNGFVkez2+ctLm+1vjb8eBlYLBi3uh5uWzsALw66ADbuRGcAygEyv+7rgK/HwNubAj//W13v9O+VYbUBH9CAqYJO9nVEZ3sWA06S77/X//0L9XXG7w3/AJY91baty/ocNuhcAGZ/Petrp7P7Y3JBsPVZ0NnzXTybxfOkxff1M/f7X3o/5++bL5aBxXe3LVZl02Y6luMJqZ9+u+DWhbP15Y0B8pvavP17AH4LwAdE9GMA/yMA/zaA/y0R/TcA/AjAv6yb//sQC5r/BGJD87e+8gRcEI6iw6yN9zRJo73dyDTf6YR0N6J/6BBPBd3zA/jlK/A0g7YbARmnEyKAPgWAehiTnDcAAmE+BHT3AXiYQbmg9BG5T0ApEhyo1mCli6CbK9DQY/rgGne/NuD4PiFvVO90ImCO0qGbX6cbRSPKdO80RcynhP4IsTpztmAGSstgsgWANkAZBOyxpjQ2twQDuDSLk8fxSUDXUfUgZq1YFFlyM3RyjDByqyhRdMSWTY9YGNJFcg5t9/MATQIg12r9AYWmSQYBOMn4oAQN0CMBlsyojhVyz9RYB6AFyzEq+K8ewqWx/YBY9JUOyFdi61YCQDmAoAkhVH/cvZLAqLwbkM0a8CrjZnOqRS3r8wxZAL+kLheZBRXJ9GfZA1k79JJkQJC3jDAShheM7kuZvUjPtoi3UR0PijJ4epOlgKcJfBol8O7mSrL3zaI75tOIcjiCuiTscqfT35em4L7G8q3XV2ijFM4bL0DARobYZaVUMDMhxIJtPyFFYQanHBEDEEMGNsCRCTMTeAzy/JIwg5yhAa16Et+uMaTwTdKIUyYJWlXHk3SQQTKgg0WCDqpc8AgbUNZ7KDqQVhAs3qWsATXQwDsS+YQOiCqLZcy0aY/tzxidXCSDnYFjIvVAtYtUsOYs2yhGcC74w/6HADN+6/SfxS1f4RU94Pe638cfdD9s5cVs22xZA16vPTb5hWealy/4HBDU587NjSPIcZnM87j1xuIiI8418mwdewcdVHcNNHNicBL2uEsZMRTMFOp/A3JZAz1JdYhUdcXUSE6SQZnp4oduxnU/4qo74b7rcZq6mhQkuEIViJGoSYQCMfowo3BAoII+zEhBvI8nagONzL94nf1l1Fe7F4aAWpNZeBa5yiwqy8sNTPHqe61AWACj2hzotrU5W68nLOrggo32QIva/ovvi3VykHZuq9hYAjnbNgAms2AidzxuLLINvjxrvP4Dt8/mcazMsgTi0bK+bv4h/rD/EUCx7QO02aU18lvJLOosDbU6JPu757cKMG/gtoHnc5kDHnlWbp17Jw2UPwKML5z/8qDJsAmvzs3L92yPX39bS/oWu7p1BpJt/ZpJfpPlTV0s/pVHfvrrF7ZlAP+dN74CQBjg/VGml21q7jTKjW8GYeFmIDycMDzvQVMRdwAz1Tc/W2bgYY/0oqsZniZjO7fCxnYPkk0vnrIwHoEQuliBC40zAhHKrsP4WWzP0QAARs1JREFUazd49esJD78GzDtlLTIhaGBY6QHe6MP2jQqAMkZMDOnwAZlqBCsD3hoH8T/WQyRgurYAIek4qteuMdizBr9dy5R/d+cbBvkrnYBTkKQ/BgQYZrXEsuMWP7okiMQlAFkBNEdUl4lqp5LaPhwF2BeVJhhADrN2en17JHV6Negx59Vvdv2s8gpjxPV88QTEh4C5L+ChYDZZSyqIzztx93glrF3ZJtEW7wDeFJymDvtXG/RfRHR7VCAeJgY2LZ152gNpL+9IgvtEA1t6wnQl4Kl/BWy/zKD9CTxNiA8T+rtOwFII4Bg1IIvBcwbfP4BzAe22NbU1jRN4HMGnE1AyeCzLqW9+8wp8afnW6yvkVSW1xbKy4aeqrdFKKdf/KeYaMBHDkjktw1yBNU86i5I0LTwHDdSDgCAGqj81AZYKHKxOJnem33f3qXKgkLkGuCw6aMj+4sFtx5dOlJiBybQc3CzNjJ0FhK31U7g2S5Bz+22eJUBvnM7BaymgFbPLYSmJ+IP+h/jD4UerYD53nC6h0qzz3ABzcMc1uY/9FmOzxDQ3jTWLtV4U7BtIrgyyHVs7d5oZcSwoKWjiFWgbINKX6gZDAEf5jr4gpYJc5MUSMXIJckiTUGQIKFZQE6OI0ovKzQgk7LD6JMdYsBtGDHFGCgV9zBi6SVUiwv5Gk1OAsYkiu5g5OEu3gk7/AKCjjBMty/Avuvwy6msFGnAgghoYbsycAUZzB9DPWvdkY33HvDr+Cvz681YJBbvP+t24Ew+G2zH1dxuEwr7r9rzcbgmcoWVRB0/MS5Bmx3TFtp27ySvkfhpQZrUIrYPnEPTYAeCsg0/GH27/WAJogVbfKS7rvgfYS1q0fa+sMZb10THMfLbegejVPdv7MKB9zjq33/y2FwE0LgFurscB2rv1sw+XZwncoMaYC7fvZSbZA2A32+NZY7Bb3wa+b7K8Gym7mIFxko4gkGQZmybRHh9lE4oBOE1IL04yjX48iXcoN3Bh/+m+R+oiOAV01wGnmTBtgPkaGB8koYSZ1wPSmXEKtYPgSDi9N+D+VxPufwCMvzohdBn8okf/ZZB0xx0ws3ZiQ5GIelLQph04Z2HDqKi9mbYE1nGX1DpoBpThVZZ6bplyWPs8AYyybx4EnDJRdZUwhqYkksQV3HyfS6fXFagyo0DroMByfVlBr2WIq7kGuAXpmcWZJWwQ6QS3pBmgGudg1nCWfIR19rdOgQM1PbNIQBp4FpcMAerdA6M8J7Fuu5lB1xn9ZkLJAfi8w/CSJUCOCPM2YbwmTDcM6gr2dwPSz3rsfkroHlgZ54J0yMgb0ZzGUbMPTqjBhiUBPOgMBIDuTgYkHIHyZIeo5SWMrdyQ2fSUApxOKOMkaaX7XsrbOAHHk1h9VbutUMshFf62NMhvdyEJaJqLYwyBRSMGyDaUBBAbAAbQIoshv3Uxi282WvA4iMXrliFeiLklrSGhwlojauD4XqwOLZg0nrjOYghAk/ej5gjVK9zuyeQWngE25qZZPnE9zsISIGdYmntAgWChdqy+09mwsQ7q661GHaQXbgF1BkBzUeBCbVvVGtdMXSkJENb1SAkWCEgxtOyMdg9r5lgZ4Nox+6h6S2ftA/qiDAat4xbQIIF6pC4dYcqIh6ABsSInKx1p7IMMwm1QzQngviD2Ioeo4FXLV4xiERhjQc7tOkx6oa9POs4oGU2DSnRSKKoTDjjmTi9f20omjXRX9lgD7gIVJAgwjivmKbYSWpOHxDfscP80l7XWWsCROgjoNj5Yr643MGqgp4JS+bBMAd7Ar+/b1usW264A8QL8YgWoF+dv371O2e97CTzrA0DVHtsF1nM3G0JhfLQjNkC8ZpLdoFBS5BW1a/MXggaCNXHPIiBXlxqcV5lgqiC4AWZ3rU5WdFEmERoIrsv6maDt/xhz/Dom+eL6C9svz8HLbXBhPRwQrt/trwFmk1KspUJeenEms7gUsX1heTcAshUUa7yHHpQS+HiUzkTT79I4Ib64FxuvwxE8T62Tcp0LTRPoMCLdJ/SvItIzwnQtbgPTNWHaB5UraCR6IMkeVQDuIqbbHg8fJzz8CmH8aMIH33uFOQe8uO/QPcg0fN4AYSTMEzBfB5SrDBpKsxvSafZwFEANbppgY7sCo9onUkCdxQJQWWMqEE9XK3ypVQwOQN4CAAnAVLeHkhqQ9lpgyqjuET47nEkcCrX97Xz22cBtiaiDAAuSy70MDMxeq75WJ6MIjiVeMOMMpKMEvolcRK4la2IBuw8qwoanB8K4CYi7Gdthwqu7LYYHwvBiAh1HlJstpuuA8Slhvs3ykF922H5K2DwvNUFE2meEU0Y8RnT3wjaGUe5P9Nl6rfq80l6cK9KJMV4F0Pd36K57yQzYBcSxdZqUC3jUAV6gBmhUn8rTBLAyhimBhgG0GSTAaRrB+/1bqFTf8sICLi5GC/vPxOiVRc4loE8zCDIlHXQqLIaCEATUxFiAHmrZZQcr4FkCWxlt4Bj0O4rUxbQH0gNLUooNarmzxDmSbdM6ITRPdL2f6ouaLWB4dcukFv+WYKJSYp5dQtM52/oQWucYg+rSi2qEVcZBQQEuQJ5NYm7MsqWwBWDpasncMJyGmGIQb2XzQfbMtDLHdbaOVYNvmNPPXjwGlu23FOos3GJxGf/CmBHGgJIY3JkPunjZzxuIRI0JJTHQF/TDhEiMGApyCZhy1PFmqKDXyknOAUHdafIcpSy6jpIZSFHK1mESYHycGacc0ceMMbfnItKK4lwsQgXHiQosIUgBYeKIwqGyyYEYQ1gOeN7FxQfmZW6SinWwnmwL1GC9BXOsP1rd9GDVgVJWEOOZ5gZ0tQI78PQYGF4CaqrXYId4HBDbRnpcBbs+WK/JM4A6RCA0mcXXCdbT54eodnk1o11pANpntFyzxOvv9fhYrKvM7tm2cAB8/Sz8vo+DW1xY/zpJhd93AXz9/nhk23o/3PZb3TrWx7wEgmHlurHC8igeD8576xKLb33RjqOC3RRl2iJ34PkAWFpkQLTJ8yzsm01pANKJRIjucxaNMR1ndK8mDC8jxlvCfMUCkB+CgDEKNVCn9Ek63BgwXUUcPyCc3s/obkZsuwmjTlOGCWonZuCQMN4SxmeE+SkQrif0gzBAx1cD0p5qwJev8OYkUUBCIDIUECsAUADsQWdNGa0Lk6V1hjI4aLplCz5Q5pgKaqrpyhhbZD+aTMKOCxtcR8AIG2GLpWWq92TXV4AwUU04sni9OjgwdriCcEAt3sRpwLS/pSPMAy2APOv+8UigMYCZsD/2KPcd+pdAupPBUtn1ON0EnJ4ycD2BM2HzWcTuk4L+XgIz4zGjezXKu8iM/oGRR+m0x6cSREmzMMo0AykD/QvGcMfSse8IuY/AhxHzRljK60+4BWzlDEyjAIsYpUweT9IojpP8XliCpgwc952Ufw3ce9cXHffUhdx6oDVWzM1SKq1dBhbbS0NnIMhADzOJpj8VYZFL8wGtFoGQepkOqIGiNSW11q04MXiWKmDBp4DqzUlBM0gSfZyKBFwGLEFyVE0llFH1YNJY4gUlZvs55pWoOVlYJhyggVl5UNKB+yA/Y4ZLXh5LEPVyO6ClK4/xjPkFi33bgv2qx7uwePJCXxaHAO4iSgp1YMFETbet10MMSaeuTHCYtH0y/TEBiIwyMOJ2rsF5ADDOsRHesaBPIsOZyPy2c2WTN9sRpRCmScoMM+k+kmwkhiLBdEzYdRO6kHE3DrXDlPTRWS9bBm/dSkIRqGAqEZkIQ5jdel58fxcXA4DGIlNFmFLvyAHmCpQdM+wlF8ayevTKpFIgd9wFSwxUMO0Z4gXjjCVQhvvtkuzijEnWdWdMqM3+rMAc+eOZzIIbEL8krzBAbDKhClRjrHVEMuNZ/Y21Xi6C+bzu+BcIzrPlYnCerVf2uD03avdb910BX3gQ3tZdYpz9e1qyIpeA9C8WnNce2dsNzvtuSSwIqOlVfUcTpPHnLNpSKdDSUVCXEMIOfDgAFGp0Ns8SbGcBL/EwYfNFwnjdofQSXDZdE9IhoMsFNDephaQYtiA2gDcSMPIwdrjfbxAfAsyDNaqfMoiR9oR0IJyOCacPCd0HB9FeTkEAsvVpXNuT2ilXIMzAgoTw1mumtyxtnT03C+ILyiyXQQpimFyAHLfKX5FNAGafEMMXagXUxvTW4D27ntldE4B0oHpvHswbe80BYGVk7XxxlPMFlTeIL7Q4euTebatJTAq1aye9nzxHpJcRwwtGfDiBU8S864Q9fjqjG2bMn25x+0PGzY8OyFuJqI9TEb/aFCRYTwcr0zXh9BSYrwvSAyEdJWAyTpKoBMzIfRBwn1AHXcOXBHwCSRt9GgXkmt3bNIM5g04nafSy63RjFOnF9U6y7h3HOr3+XVhsennVNi4aH9M4hiC6UuaEFJdApLA4XhBiZQiMKRxPnXTKnbLIbD0pXGVCtSCsdSa3MmUOFTUj14g6G8IkA6+WcVNTlTOjpZmuNyOfLR0zoMAVqEwrdLBaXOdZlkALIcgsWdTz+CQfPtGHAdio8rEYgBRbFj575qQm+4UbY+wy21Vw7Zlp/ztafV/0QI+BZ2PKCM0POpqek2rnSvrMFqQSs8imAtUkRiJlKthsJgyd6IQz02LmIQYBu7mEKp2wAVUMEgB6GDvMcytDfZr1FXGVQFz3J1x3J9xPoiGLoaALGYnyovMMVDBxkP0YAIJ2sGXBHEe8eUT8n/ZiNm+XgvUAAyFfM1jvAnBdSCd028XYkdwxHCAmdsdxx12AZX78u7HGjU3Wg14AcJWdzW5wV8/NjUWu8gqWIDzP3tZZFd3RpFkKlmucgkuCdgaM4Y5pn98gOG8hr5BGt61f3e9Xscbnz8Y9d/cOHmOSH13vzr8Gy7Ifr87N7b365kZ/uxScd2mdr4+XgvPk85vFD7wbAJkhzJp1Fn4aw7MvgBS+GMW2KGfpu3IWVmYYgONRvs9Zg2sy+ucn7HYR8zZiugWmKyAexE9Y2A1lVGqAjQaiJa6BSNOhQ/8QxKpN0ylbCUgnRvyM0T0QwinhQFuE6wl0CrXjIShrHBUAahBdTUygcgX/TKTjEUP6MEpHbjIIa1A4cJUrWNBcyAAUbFvWOtIpa4vq5wSUpMBhppZNzAq7guPSiXODBdggYaEDJUtJ7X2FzVPY3q0uRW1aSf2YLXGJscqzukmAZLBg+lAqkgiEemmMSl+QAmPeJ+xeELZfTKDjBPQdTs8Sju8xuqdHlBKw+2nE0390h/hPP0H4Mx9hutkhdwEdAJoy4n5GHIIGA6qfc2iAiYpYz6VTwbwJIr9wOvDSyXWGkySdoWluINcaOS2zdVkna9BBH6ZZtPjp3aiWX7UUB45fl77T0oBaY5ZNVxrKYp8WcYzKVsWUJalDV5DnAi6hlmXZWP4t7ANdQx0m1oGv1AFNZyHBeBX4AnEsjRWyi3A2c5IZjyVAz0snPFitHWYAo1Q9Mvnn4t+7an45aWDn6ECrY6SQcwO+GhBUyYR6am2zPGPs21G/hNC0jmvAvF6sTWZWGYc6VoSgA24BOpS5BkbXXY0Zi1Q9xktsiY1YJWdlYITdLFlKkySRSSS69M/3V9iPXQ3qjGrZVgPylB2uHWEwcJwlSRMxhpjr/ps4o1edcafnSc7uDYCWyVA70VJ7e3uuDRSn8GYd7buwVF9prbc+WM/A8xsH6+l3D3IBLNZ76YRnJyvJ7MFQG+teXN/A2DkbvDiH/1uD528jWM92gt63zYJ7AK3b1/8XAvIW9fGMNXb7+31oWd9s0PK2gvNs+4tMMty+i/d+eb0H0eeg3A1ilD32+15mkluhuxSc50HxOjjPD5i/ank3emJmSZgQSFLtxq6lZjUNnhYgIhLLrBCAiUC9WBBQ0gjuoFMaOQOnEUSEOGVsPouYtxs8pCBa5BtlCE/y5Mnp5kjT0VJgDCljnCNwn9DdA2GUaOvxVlwSwMDwgtC/YvSvWIFdwuk9YTLygGpdRrlJIGpaZXWJ4EuMcQYAWnT6wjxrgTM7MUbTBxODsgO0UOA9M2jWCuQC5Gpb5zXCuk3puMo8wiyno0yVRTdmOY4QYMHSKVrclgFooN2feRiD2jMBRFaRB4CTWNOFCVVqAkgHHDKJ3nkjHR89JGw/YwyfHUHTjPm9KxzeDxg/yLjdTLj7yS2e/X8z4j/5Ccr9A2j6ABwI83VEvhkQ7kd911qpJkZ6oDpoqKmuT4xwYpQr0Z7nvl1794qQHhghs8xcKMitrgQdy2ButxP/W5NYABKIOk01kQSfRvA4LqfE3+GlTxmFgTlLWQ/ARZAsIEYaplzCQn7hF9Eht3XFFaRADB4yiqafXp6gAWPfqRKjSoFKhAzuiqapB58li4mHIkCvC+Bi08sEoLSMWgGij1ZmuV4Ju05RWWCGA7x+m/Zg2nfT+RpBEKhlFV1v6/c3kM4sKaRN78wkgFYdVeA6YFb3iko+uIDExbnsu7s3c6xYXLO/JBf8bOcSa0nZNw+og2AOEkxZthm7rYDjXTfivWGPmYMm4tjWzmzKATFo52aAWX87jh1mTVATgmTiM/A6xBldzJiLaIjv5wG7NOKUE4h4wR4DDRAPKruwJCB1xgMi1ehIjvldAckGGCwFL4BfPFhvAVzly9cJ1luwy7btCuh6KQawPKaB3/q9rqMF4HodeK7g8xcN1gtBWFDV8dcHY0DZWOX6Alod1IfcgDHsekjv1dW3CpjdtVl7Bw9s3bpwGQRfYo3PJCmrbR9jktfv6pKE4nwdL79fWo9W/gioL9GA8TcNzntT9hh4VwAyIJZXMYI6BcfTLMFM0ywFwzNwnmUmAno1v5/F1QIqt6CT2GlRSkhDh+FFJxZpHwhTOV0Run1AGCU1ccgMmgr6u4J4jBrkkXF/GJDuQg3mmq4I0w1wek+QYlZmcXgObF4UpAPh/hSw/xXGvBMJRg2iWxVODz4RAE4MUsbWknWwVf4aSCM13xIpWEpeihDwUNo5iAFkIKiXrOgzGWEmhBNVkOslE2Cg9PLnGWIKalGX5b9tK0FNqJITBGoBiQaA6w03/TEKoTspq9hD7dw0e50mNKlBgiCMN4T5pqDbTiglYHgecPXJjPT5HQDg9GzA4XuE7tkR45Rw9aOIm3/8Bcqre9BmQBlSZYrHpwO6GJCHiHkTwCQa1s2XrBrjdp9pX1Tf3Xxbgw4MgrOss3JcDkeZDt8MNRCPNz1424MOAXTUJBLjCD6epIHdbIB5FuvCdfKId3AhCJtHTCiuEzCmzttHActpLy+tsP+2fQpFs+wBpyLp2tll5it9AeYAA8VWp0rHCysxFCCcoOBYGCIbkDatIFc5BBUZnGECchckkZDpedc3H6CDGAXOMYi3tU2ZMuEic7sGx+46Fh2pSTmaALexuPbno99txsFYYM9gVb/iIIF5dm5jdyt7xmeyiwWwB1p6aT/DwQ3kNCCOuq70AXkTqpvOvBVZUs2q2TPC1YyrzYhdN+Kj7R22ccKraYNjScoKF5QSkKLIdEIoQAmV8RSdO6EUEmlOKBiSgGIAlZFGQAW0nm3qY65ppOsrJsY2ThjChAP1mFx2vQBG4YDJtqPvQICe/jcW+U2C9So2oxasR+TY1yrBABZMrwOlrKCmMs11Hc5ArmeD1+DXSzCqRtgdbwGIF4BPV9pxfbCeO5ehMQK3c78uWC+GVs+YK1AGaOmCY65GK3b4bAbHM8sXWOPK7K4HynadFU2u7n+xvzvOarvH2OQFW+yP6fZrgyS3P1brz47H7fdVs4gLx/SzHfXQ9PWD8/y6N1neDYBMECYYkOnp/UEC8YxtixFEoWl51Eao2iEp48a5ABRAm0ECXTR5CBcG5oJ4LOjvWTPXSWOdB0I8BcyBEBMhvTyhf3HC8GXC/VECPqYxoX+QVNG1AybtnBMwX8lLDjPh6lNGf5dxfNapE0IBKIqMQPcJI0DO4g3ur2WH0+M7JhiksshJwBonXrC5FtBuKabFqYNqWRNmWBoGmprdnC+gwQAxQxoSbqDYzmMgVmQasrMHw4EYMTQGlvWarE1ivb54hMvYh+oRHWYWF4u+WUHlARifMPi9EV0/Y//ZFW5/zth8egAOR/DTGxw+SDh+P+NmM+HVJzf4tf9fBj75DBQDwvvPMF73ysAD8zaAY4dpFzBvgmRPG6UhM4Y/jEB/L0Fb003EtBMA1h3kGbRU29roZPU9nkYAvTzWKDZbnCK4i6BJA7AmKds8TuBxQigs23ZJBovfgcWAbVALt/VI3jPE1R9Zf1+DY8OHRIwURdY0zlJoS5EKF2NBSEVkQxkgiCSGsryzPDTGmCCDrNqQy9ZyDqsvUYLy7HMYi7gyNDShF39hepVUXuI7OA9yfeemjCvlRwY+pmM0eYd1rgZY/YzCmt21zpqsYOe2zkA1qWuFJaKpoFY6Yta0tzTNrmMPcC9l0ckvpnWxZJTEESigRPE+ztuAaUc6I4WafdPao7wruLk+YtdN2KURT7oDXk5bzCyWbEFnHwApY10sGE1nzFT1yREA6yzFtp/QxYw+5AWLtEtjtXXzEom+jnDbc+5CRjD5BWdkalZuPpivsLhabN51FwvSuqf3bizy64L1vAa5MsNsxzLAYyhXfjgL1nNAqrLEft0FQMxYrof77Sww7wwQYwV8/d+bBeuZ1riyyOTqfwAYKnNaM8U1WFU+L9xsjC2WB93+LuiQf5HMeYv1XxGcZ8/mjPWt58Zye/+83P5n62n1zM+25cXx6me439dA2JhkK7+67hcJzjNQHFfbvG55NwAyVFqRiwBjlUbUJWdpsGMnjf44SaCKpe+dMyhBQHYIQCepTusximhDqYhxfX9P4CSFK/eikSsAmCLCISIcZ+y+yLj7POKLJ9fIh7iwUAME3PUImDeS2tb8gfMgtYwTAbG0hkD7rYV8wh0PUOBrYNmmcI3UsbI1owFPJlSHCiYEtNE9B67TycayEQHxRDWdtPULlqykulqwAI2qA85rvabIEeYNAZ2AZCqq7axBehKMY0GE1ZHC3niGRgFjaX9nvxc57ngr6aLzhlGeTri9PeBw7NB/FnH1SRHv4xCQbzY4fI+Q3juiMGH7k4SrH74U8PnB+8jv3wAA0qkgd9Jhn55ETFfyDKNKOnIvU8Bi7cbo74r4Yt9GlEEcTDZfCntxfGoZCaXxpNOE7P1tdXCHlBrIKQqOT6cKQHiewKcT6OYa4ekT8N098PAVVeYdWDwAbkyxESu+MUMF0NYwGbjwy9I/3zViDHAhZBuNRAGUDJkeDizwN2+lzBtzbPvKAdE0ylxn6LFICJIlKYxdTHVUs57dgeFFZLsB3Oo2geVvdimxea0vGOb1seoxm3xiCYQZWGNtu7a+u8xOJfGFp7nFWtTkBkTN3sN7cNs92TFCA8fEamep74qD/h4I8yYib0TXP29I20SZeZuvtcxr20e7jNvNCbtuxLP+gLEkHHJXLdhiKDorIe8+K5Nsn31Hl0JBlzK23YQ+ZHTKDKeQcdOdkKjgbh7qsQO4JgKJxPr6Sv3N6xk7Z/UGiBdyJCAjYC4BE9wM5zu4kMkrWCQi3vLtTTLrkbHIlQk2oEkLULpmJevrURa5qhmseF5ilz3oXQFqY4nXlm+AB2Kysh2H3PXats7yTYP1anApodXJdbAeIAH0DKD4dsAGta3+elb5UbZYv9tgtf5u6yoIdo3jheC89bO357EG0GeDiQvr10D4MSb5UcB8aZ07z1cG51HdFA0wt/6EsOxf3iRzXqvL5TsYpEdoQSlcZHq660Elgw8ZZpdFnbLMBo5Na4wZHDaScjpJBHeLIg8Cko4nCcibge5B0G7eWENNSGPRDlICZvoXM65/HPHiegNcZUzXjHQQFhkQX9wwysVPnY4sIzBeB4RB7MDCUUZzpkG2l19BsYJDjnKseASod4AVaB0ho8kYoC4QisUkOAeiPVYwzCvQSYyaEKM2OuyO6xo5wyEConlx3hr9r1Ho5otcWDJnYRaQzPrayPo2a0eKHNecK8ymLmiCDtNsd4eCeRuQd8D0/ox0PeHJ9QExMF69uMF7Pwa2nxxFRrPb4PThBofvMZ7eHPDliyu892NGuNuD3nuK/OETlC4iHnTG4SpiVmZr3so75QDMA+H0jDBfAd0dMNwx4iljuk6Yt3KN2y8Y209HzNuI8TqpXIX13pcOFHw8yWxGl1D6hOqAQKRJFsTqjXOWlOmFQdc7KeffAYBcQTHo4vcCdgTJcoQfAUwKVES/vATLUZlkcoFyZfbi9ratgV7uGHnTBoE2W0A68GMSv93AJGytkkBxLA34qbRBAnCwBLIXFo4q66jR7HDMs2OQ3H+RdTxybN+JMgM26AdWjLLTFq+OvdAx+2P6AEQ7/ooZJs8c22K6yKg+zevrVhAg2mZC6QOmnaSYNolUHkSWZgmLOABlWzBcjbjuT9ilETfdEZ8ebzCXgFlZgCGqZeackEtAAdDFXJljWzoNpt45cLyJEwIxbtIJN50MnA+5QwmERBLHYGywTxUddX1HeZEURB5FWSQWySzAPDv2+V1dqrwCy4yXfvr6scx6BmyN6TuzfDOQCyxZ5Mq+OlAMLABxA6V2fCyD9S6A7/PgPVyQV8BdU71ZILSZ4IvyjFWwnskqxDrSWGjS5wCYi83rWOXGCFOrf0ADxq8Dyxfs3xbJPxTYG3u8fFa0ALeXLeHab5eA8Jrt5fU6bY8vrT9f57+7QYuyx3VxZdI3iZ44uRScB6wlFUtrt6/DHgPvDEAmafznGaAAGnqxbBv1NwPHKYoOjggcJJqN57kBYjtcLjLVaFOFpwx+2CMcb0GlQxyBOGYBYGo/ZvZOnALyrkfcT7j+ScLpacLDny2YnmVQiRiekySsODJy3wL1rJCZw0UcgeFLma7t7mW6pXSizWWVE8DFuBA3RtcY17oEDZAjAZ/EkOQhCrpLpx8VfK6PYf/TQezpLCAuZCCMDIwqlSC3PckxanASobI+koIZraDb/Xv3Cii4ZkJxDh01dTWLxphYsmpRkRTapQPSgZH2BX1PoDkgbGd88OwOXSj49OU1Nj9LuPmTCelLQZHldov7jxPKrxyx7SbgswFXP5+BGJGfXSNvEuJ+FPYMooss1zZ7INc8bQnTLWF8Imx5dw9091mYlZ7E//qhYPP5hPQwgaNmMGRSWUpp9lshAlxQxozQdTKjMUTQpCORoRdtsgZgkQ32WAtEerfZKABSZ6hN0xr4ldS9slgsl2eaeUErPb4EEieClDLmyT2PTCp5YFAdySkrwUDeMPKRVAIk+mipW04eZbeg0ew1e14A4NNT26XWqVNS9stAhAFHoEaze/BobLJbz0uafAFQBfTWByVAN8Y26PdyCUTQ7KIM7ZCW9OOSp6o7b5WINHJWZ61WnbO+RPYyD2b5bvpKDQwsfayyI2tj7HlPN0AeuLVZPYOvZjy93is4FlnRWCLmEoXdDS14zpxPLAJYrAF5UfaGmLFJAor70NwqhjgL0KWAbZwqe2Ra5Pa6HOCmgiHMch4UFH1+ay09gDMQ/S4vxiJ7mYV9XgfrGSCpQNgqxKOssaHett5LJyooduCzgaOV64U77pI51s8OvGJ1Dq7AsAGwR8GzbWvBejqQJnfumqfgK0Axgy6zyvV+VnUxtHXAY2B5+Sx9cB7QcMeaHf9K5hgXQPBq26V0YwWAsdrmwvpLYJgXILitb49oGZx3iSlefF+t8ySM1xkba+xlFm+yvBsAGSTgImdgGJqf8TxrAhBnk6UBe8YmI8aWtnWcREdXg1Va0Akfjgh3R4T3t5g7klTDDxl52zJBSQQ7MO8i+tOMzacHXD+5wum9iPzxCSMBYUoSrHeCvMAs6WQ5cGWG4qjsVJbCGkYBY8X8fZVRrswyWkE0jbK5WSwqSGoaZJND2HYhK/g0kO3abEsNXc+llYyKZLETdw1W7W0rrd76rZjLRlLmuIMEQk0mxZCCbuub9IMRM8BZOk5JJMI1S146SqNceskKWDphcsFAf1fQPQSMTNikGa+OA8ZPd3jvJ4zNz/eg4wm8GXD6cIf7Xyd8/8OXGHPE5tOA/uUR5XpA3iWEU0Y4TItOnoomj4gisZlugfEJUHpg+IIwvCiihR5kn27PSMeCeDKvbtRMbJRZk4SYvqSodlynyGNASUFwh02T2/R5SgjbTWPtfPl9hxfyjQ9xtWzz0fG2VDUDN92x33edkc/2jQqST6FN58uBnHWa9pqcGDRJuZl3LAllVKZDWTMlzi0N9DpGQ5hgRtBn3wJt7KJsN1relO1vgBNYdor1gbWOcJ1khDWQToJ/sNjmDFATiZbYgHIuApTXOkfPLsvDdJ243E+7lzZS59ASf5y5blhwomoxfYAeR2lHSxdaxxnluRQNwGWdbWICyqZgd3vE+9s9+pir9jg4VnedypzQrAGDMk4+4O52aAl2zG0iwGkPIZ7H8nio7md+3n4Rv+OMQqIxBms5X734iO8GewysBrRowXp27+tgvcYmGwC9YPlGWAJnD0QZS/BbaWS5Hs8se5D72Po1c3zJ8q2CYbh9SG/CDXS/juUbw9dLqB77cVB8BqBXmv/XssUeFDtP8TNwTXBsNJbr/T2jgdjlILk9s0clFbTc1u/btuHFdoy23oPr8+PxYt3iHTtgLL8trd18cN7Su/ySpIIX9VzWFXy3gvQgnQMnZ9d2OIoDRd+LhrMUsSxKEeiDdCpB0rYiJbBqlwHINGGVbIhNHM8z6OGAeLjFdC1WcP3nD0AImJ5uRIc8RBQLBAyE+OqImx8nHD7Y4tXTiHQ74jQR+pcR/V0BTlR1upa9y6Z7iU2CweAIzFdUp3ujBbPNLNnastqHDVLYwwSwsa5WeRRwijxBUjKb1MF0zeRAM6BssjYoNf00U71G0zibJyxrBy3WbdzYaNNuEiootvV+/5LkmsMsQBgMaVhIb0Abx6ypgJmAMgHQQDzLrJUHAa1pn5EeEngOOEwdnn95jd2fRNz8eEJ8/gAQodxucferCeOfPeI3br/Ef/THv44nP2fQlJGve3AghMME5AIeOpRNFEnLrNkQgwRrTjthuMIIbL5g9K+yXJ9qUs0NofQBQEIeZHagDnICNRcVCm2EohnH8iaicETYj6BXGoAadEo7bmCJHngcz6e43+HFwDEgHarXgAFLnaiN7D1rZcdYLzWbWcoSBBgIFiwnpv2txTY3Fz8DMm8BMJAKanp2SxYidRywANfqaW6BNa4jqZphl01OpASQQMEpN8DpO0q/UGtT1h6p7HTFXjtMM+rMmNnFGZAWcByArIx2UVp2bd1WHxCrLdWF61ozXJZG22uhraPtVBIzc/U9rqcgVH/2El0bY/7HtX0U33bazfj4yR3eGx4whIzreMKnx5uz6dK5RExFgvJMWmGJZSwldSCuDDTQmODCpKmhA4Kb2gqq+1qAZyuvLKC6o4ydWvVMJaJQK9t+EHhJS/8uLoQ29Vz0Hi8F64lD4HmwnrlXXLR8WwBX+VBlFiuwWrElHChy25wxzm79mjles8ZLkNXWr1nSMza5DoKtvKNeoCXxYtZ1NmtiQBlyz1/FKr8xW7yweYPbvr3LRzPgheVv/rn7QcljrLPfds1cXwK7a2B9af0lEL1YD/vdSSpsk9ocXrZ2s8Wzxsv1LTjP+yCLzOK7pEFmTctIoXZEnLME7TGLFnnMUm6HrjIowGJACT4qg9B3bZp6lql25Aw+HhGPM5h6lC6ADiPofo9uforpwx3mrQaGOMP+7vM9nvyww/GDBL4dEd4/4fhyi/4loTuIhds0inY2bxnjE6osbFD7s6IJMIhFu0yzFBixeGP1QdYpSVin3QCjgd8wibQj6DRwgAOuCqB9Zr7FIw7CjgJ6PGWacwcXXWsbC7jv9hoM08sTLlaoCxBKY4ZKIoTs2TmuST4KoTJJxiLVTGcK5me9rniAsuHcJBmFgZnwxYtrdH8y4PaHBcPP91JGdhscP9zg7jeAf+4Hn2AbJ8yfb7F5UcBdxLRLkuiji6C5gIeI6Sohb6iy7oA+Z3X9GL4kbJ5nhKmgDMqGRRIHi0KIYwJlxumJAO14YgFdXUQkh0C0oaWhR971GJ+IjWD3pQzW+HgU/bEOCgkQ0OyD/N7hpU1sLfuYBcMH7WxpaczuAbPXPK7ZZUD0pilJgpAcpGelqOmmc1gMIDXiSJLr9ACPImkCmxaWlyyygbogDhaLOqMzIhwDiIuCQU0kEkjXA02DhPPAvZpZS9s12aiBYRC808QZY6vrfFvOgVoSJLtOW2IA90mYtZwFvFtAXhH5Bgf/zJbna+xxWYBk8z6uSVSAykaxPguQDGor027AorS20V5t6Quubk749evn6MOM97sHHNSxwgqSeQ3PHBYBc0xNRxg1wUcXMvo4Y8ypss+BGFdJGspRgz6GMCNRBhBRWNwoUsjI3BwqIokkYxsnPIkHAMA+D8gI6CgLm/wdXYQ5o8oary3f2LHJ62C9BXMMAA40N4bWnWwFmCp5vGKaG7BtBIrfZ80ar39bWL5hDYg9s6vXaGBN+1i7jzpIrdtB4h9sUK6YV7ahZR0nepxVZtZB4uukFWhssbvWBlJJZ14ciF1l21sDYTvuo2D5DMSutl0/y9V2HnDX9fiqbXkJjHU7unhN3uPYP5ZlXIs8isf8js+t3b4Oewy8QwAZ8yzaTfuuujYiEnCbZRqQygalM8usDJqzdFbKJGO2KWo9VowABVDOwDSDDgJA5l0Ab3vg1T3CwwHhdgB2UToX7XRKnxAejtj98QNu37/FF+9tsPv+PR6+n3B82SP9hNHfCSjOG9HVjU9FfxePAE5t6rg6QswtCQYAnZbkxrgA1RGjzlwpOI4nRjyiegSzsrfFgxVjkgk1GHCRaERZbAsazBtCJrTkKK5BIVYAWPQ6U1svIL8xvyCqxxAJiEpOTPepTFJz0JB7nq5UarEXD+Iws0a/B4zXAaenBJoC+Cdb3P4RcPOjPcL+hHKzRb4esP8wYfr1E/7qez/CP3zxA2x/GtHdj+BEyJugYHxAD6AMEdOVBA+FzJgHqqw9TUB3JGw/Y3T3GaWTKHyaAd7IdVJhhFk8XacbQjww0kHuM28j+usr4MULgAuo60FdAl3tMF91mK4C4klZPJf8gYiapIJVpuGnxt/hxQNcW3zwTyCG2UUkdSPIJdRp86gMlmeZKxCycwCIsWAORdKpBxK5RWLAx0QaiFQ22fyqBeRq1sMTyYB05tZpR0Lu5XqCBuqCZdDT0tBiCUQLg1AcwOS63yVwzF2U9VmHFevsoH7hBqA9IAXcQNZLcNYglwhI0gVQ5iafYOvIeTG4sba2Wr4Vc//hdjzt0CtQnoucIxLyJlUv6TAzirFuBUAG8jUwXXNz3okA+oIPrh/wpDugMOFJOuCPDh9UZtdYWT/QCsS13Ji/sXWE191J/Y2bZrkPGTfpiMIBDxoJ3KkP5akkBCrYKBA2AG26520YsQsjNjTiyD0ilUd1xtYBv/sssgcJLaMesJReLFhjwE1vk8aefYXlmwPK62C9M1DsgO9j8ggDXR4ALxjmNei7tE7XXwTP6/Pr+eqskoExHexVoFzv3+oUHmGV9fslGcXr2GIHppfBc+cM8ZtYu122hLO/5bbrwUgtQRdA7BoE13uvx/ADFL+N+90zv55JJqxkFUsmOazXPRKcBzRrt+j2f5PlKwEyEf1tAP8igE+Z+S/puv8pgP8iJKTlnwD4W8z8goh+A8AfAvjHuvvfY+b/9ldeBbMAAwULbJnI+l7Y4iKsBphVo4na6dBRGTfVJfOsCUbmDJvuphTB3FWNMjEwXgXMT7bov0jA4Yj4MIJuOuSrgDxHhLEAA8C5Q7g/4MkfDTi+t8HD9YDtkyP2v5qQ9gHbLwq2n0vFmHdolmZWiZK4Owx71MpVJQ1B5AY8ULUeqyxrMIAK1RaL7jlO1lKgTVUp2yWrJWjMvIVrBZ9xVkDruQiSOESTmRhjVSIhRK6sLuU2dSpaZ14E91lWwDjKiD53rWEJ6nBh7hUlSjbDvJVrG14wNs8zSk8YO8Lh/YDj+8D0pCDeB1z/MeHJHx0Rv7gHb3tM7+2QNxHH9wm//v0v8ZvDz/G///I/g+2n8nxOzzqcboNmvuvkenoBx7kHMhHmnQQFxgOQHmQwMLzKIBafZACairw9tmkn4Lh0QP9KBygdieTieoswDCL92W0BCuChl/MOgLCbwhhSEvAMQKRDBozeQia9X0adNdso7TMWi2eLfZGzZA1+WjpqZ73WJZP7nELBpF64FIF5jEAqYqVYSDs2qk0EGOCOMe+ao0UeCPMATS/fAJsP7l3ogtW2TOqZA4tsevOi//mcObbvMajzg6e50ba1c3omyP3OMSyvz/Zbb+++k83GBQH/hFBB8kJfXB92UObXguAUUEeIjj6gulfYecpG2uS8TchDlGvMQN6Ie4XVnXknNo02M8aJwYkRNhkfX73CkyQM7ct5W+3TChOOWQErSZa7kWLNqmhynkQy4LJAvMIBKcyS8AO0mEJNVHCbjugoY1966SzBGMKM63jCKz33Vo3hhzCjCzMKAnqaF9IEb+9WZUCUlwX9ay6/lPpKBoQbuLBgvQVrTC1Yz9jVr7R8AxoIrqDIAcwzUCzbVjVDBb1cwWMllNfHcCAbdTuqYM2N7RwbzHVbuVb3B9nfW75xcRem9b9awBlQBlofXI9LbXDsWWX7za7pTdli2L16gAwHrC/dy/Lv0v2erTsD3EvQe4lJviTTwGrd8pi82G7xvtytE7AEzEBlih+zdgOWMovzJCFLa7fwmgHvenkTBvl3Afw7AP6OW/d/B/BvMfNMRP9jAP8WgH9Df/snzPyX3+jsbuFcQKTgeFItcUrCCucM4iAFz1LzohdLtr4DaTay2nmMkwDlnAWI3FwLeB4n0GkEGJiugdN7HbqfDcDLe9DDEem4wfgkYbyVRj/uZ2DTIc4F/c/v8N4/SphuNpj+mQL63hEPhy3iSOjuhUk02zAQqm0ZR0ksMbwqamtmmmFJhsFb0cAa21vrk8ogxNNVNMdxasDamLGaqEM7UhsVcxB/Xu+lXFI7vrHJADShCFpGPZV+ANAMWKQBfYyiGflIkVGMXAOcqnbZT2NDdboTKgDPvYDM4/sSHHj1U8L2ywwqjOOTiOOHhNNTxnxTQBPh6hPCk386of/ZKwDA9P4Op6edeBk/Y/yzT38OAHi426CPwKsfdBifiqwlbxjDlwGUDSRD7ekE5Ip1W5HkJ1mu3SzgwiTgOY4F3b1F5wu4jwdgeJmRDgWnIclxhw50fSUg6voKCAFl09XnnXugbBNS10mjeLWt3rR0HIHjUTLplXN3gq+5/C5+CXXWGigDCialWI/OvU65C1kAco5n02K+wfOAOcUiGdL0f85BmGvHInNigIOkU4eUz7xhTNeEzRcAiiSpiBOhK1yDRcW9piyBo3VYUUA3dPZKmGRt352fcF389xhEzpCEnV0Evi0eIp2vd3pnAJWhPVs8MA9Ug1DNrUVANgBqALdqJTXWQhjiUOvwIlFCF4BIymarrrePGv+BKkkDA9Ntqp7Hpusfb0VaYe+HO8n+OQwzPugf0FHGdTzi0/FWwWmPjgq2cVK/YmkUzf86qXynCxmbOGOTpjrY2qQJ2zghM2EsCZEYJ/0/hFmAbMiIRRKDFCYMccYQ5gqMt3FChLhX2Hk7mrGLJ5w4IRIw0IxIBZkD9qXHxFHs4N5Q0/jI8rv4JdRXY9YKxyavWAXreRb5PIDvEcu3inLRgLIBW8Zi/VJuoRe2ALQGlr9ivQdnq+8LNnoNItdSirXlW3BAGNCZoPP7IaXP34RVdi9gAXZrm/IatngBNMNqe0Jlj+37gj2GAdmlG4YHuD5w7xLgXoDkxTYO8Nqr8uUBbv/F8dit49U2K0lFZZIvW7u1x3oenFfXr/qkS9u9bvlKgMzM/4GOWv26/5v7+vcA/Ffe6GyPn0RkFKWAAgHDIOA4F9FkclGpBAmQPpxApw3KdQ/edgJ6jycJVqEgrPM8CxuXM7jvxY82RuA0IkzScT58HLH92TXS/R44TYgPE8LU43QryHYAqs1RvDti9+N7vL+7xWf9FuUHR0wfTXg49bj6CbB5XtDfF0zbIHZlmgWOsiShkGldi/gGzFexsrgJUtFs2tgaB/MzzqhuEawVxaQYIaMBYQKKVfK5SSRyT20wbf1nBdBNM2zrrdEwk3/TP+PEVW7BgRBPAEdeNkqATrNy83/WJfeE43uEw0cCgDefROx+nhEPGQ/f73H/64TxWQF3DBoJ208Drn+cxbVimpHfu8bpaYdpJ53x9KTgaSdM1NOnD3j+lzrwUNDdjOiHGWUO2P/JFcIcEEZJBCFAnREmQjxJMpD++YgyRBkgXQnjGwngRAgnxuZlxrwJOHU6WNgz0kOuujRAmLX47Alozii3O0lt3at3bJZ3Nd506J7cgMYJZeiQrwS4x5cBdPcAcgkqfvHq9Euos1iCY6Axxz6IyQPeGG3aa8aUo2TRw3K6q3rbOveCGAQYD92EGBinU9Lpfq6gVQgrjZazQRyLo8U4EfoXECB3RQhzQOQCmmyAGdxMgbG/aoXmdIjyrt0D0A4W6lZD8qDhnR6qRCG7fawielDs37lJMOZc6xGvZRkeHNdr0fX2WwgSzGenNsnGShO5kJAQCTPvjk+5ACEgbyQ4NcyM+SpWGcj4JGHaNutHA8fzTgAxmAQcJwYiYzuM2MYRHWV8nF5iF0ZMHCurc+QO/8n+I/x4/xTHnBAV1BUW/+LMAdfdCUOYMXFA4YAhzBjiLAF1HDCpVVyMM5IOyjrKGMKMU0koKsEz8FyYcB1P6BQcd5SREbAhxk04Yk9DzZi3CxoQOF/j3ujxb7D8MutrIEbgJstbB+u1bYX1s2C9likTDhAbKVVxpywV/DTbONguK1BbJ1DqOgekLwDgJXOMBpwdmK77rdZ7sHYGntkd3wAxs3YCEFkVa322doAhQe0MBcrGHGMR1OcZ6DMZhWn2Kxj24Bcrtvgc6Npyyd/4MXb5dWzyWlKxkE+4bc4B86VtlazzYNQDY2ABiheXRAaQL1u7AUvW+HXBecsMem/OHgNvR4P8Xwfwd933P0tE/xDAKwD/A2b+Dy/tRES/DeC3AWBDV+BpFs1x2Mn09DSjvHwFPhxAfQ/aqtWbssjhOKLsOrHPYs1OxgzabITig/YXOUvq3pzBqv3s7meUlLD/mPDw6zvcvrwBHU+g44z+1YxJNaMCPBlAAvEG4eGEm3/6gNxf4YuwAX98wvGjGWFMCFNAfy+BPhzUYzeIp2+YWabZu7ZeWF60JAe+kGnl4ghkZX7iUUFddhHhkVqnrcfzDHGcGN1eGRzbPqOyWWFElWPk3p2bIFn4ikT8C+NdJHWvXle1gzMwbYF3mSsIFx9kuefcEcoA5K1YqnEEuhcBN3/C2HwxY7qNuP81wvGjGQhAfAgYPg+4/pOC3c9OCMcZZbfB9GQQmcOVsNC8KbibN9iECf/qb/4/cf8bG3yQ7vBhukOkgt979c/h/zr/JexPW6S9+FOLHzSQM9cBSpgLSh91FgDN8SAR0sTiFz2gBhimozDOJVomPSBvE/iDG3AkzFdJHC9Y9e76/KfrgPn9K6SXR3AXkDcRCIT4IJp7xHiWcORbWL5xnR2+dyvAlQlzCdVhAMDCbcDAB3PTlHrdpm8UGZI8ZK0tS0zo04xNN4MADMOM/ayJViIDCeAxAJ04PkiMfiuf0y2DCmF4LmV8vCIMmlSHZq7b2eDTwCMxq2ODwonCi7ZdH4piBQcwm4CuMbWliJ+qAWWbigWWmnPTLAMqXcjN6UJ/rxaBq0QhlLleC8fVddQeG/VYtl3thDXdOQBhoa0z7yJKEtaYithgWv2frqTOWIeZNx4ci3Qr9wqOU0EYslj3lYTMAZ/MT7ChCVfhhF044TZIoPXEEYfcLZjkFApOOSGAMXPAVciYsngbG+sbSIL2phIxccAWYs3mnRvkVUrwn4HeAMYunhD1GWWIvVtmQkczbuIRd3mDQKUC5LuwQSj9N2WP32T5xvV19/E1gMYiv0mwns+2ZxrkqvChZYBtA0q0GkS6PwdCL1q+OUDrQRd9xfEqsCQ+k2DYNXm9cRug2gDWdkKbgZUHsQDiBpThQPRafoHS+tHaF8sD/NoyCr/9GnwumWj3Z5dW/+hsm8fY5MX5/fng9lutg73ux7a9AJjt+2Ig49g5P4txydrNDuet3WDfLwTnyW9lUf/fGoP8uoWI/vuQSc7/ja76GYBfZ+YviOivAPg/EtF/mplfrfdl5t8B8DsA8CS8z5wzwmYH2gzgFMXjdhxFJmE7aTIFzgCdJgnSY0igHrPIMeocEIGursQB42GPfP8gnsrM6J4fkI4b3H9Y8OrPRPSvnmL45B6UGd3LE/rriMP70vCHUdNMX3WIkRDuR9z+0QHzsMOLMCA/nTE+kSx78zagdKJFLp3oh8Mr6VSmrWmUqSbcqAF19kwMrKmsuihoNd9j0k48KENmjHPt6ABgFk2kTzNdYmPArEKbbCOdGNOWUDTrVZgBnqWRjCOp3RtXf+WzCmIf9VjpYK4O2oBogN88tPvp7oHhOWHzZcHVT0dwJNz9SsLh4wJ0jPgyYvgi4OqnjKtPhNnnLiJf9Zh3URK0XElSDxDwxw/PcPvsiL/55B+ho4iAgI4iXpYDPp1v8R/e/Dl8+V4PThHhC0L3wOgeCo4x4vSEcLqJ6O465D5gHoTZT0fRS3OUoEtA2PQ8UPWwNt9XadAUONwmKQfu/c5bqslV5oEw3XSaOCaidEEGHuoDTkRSjr8lM4u3VWdv/vzHbBrkLubKQlmnmrHUh3mQ7Nf5hipzc1f202pdzNj1ss+uGzGkGT+dI057ka9QYNCQJdNeJ0CvdmwQR4TxlkEzYXjJGrQnswftwYhkIMzWAUJY3cINGKsTxOqBwluj1XpY0AAmQcCxvVOnUV5892ywBf3Zd0MnygpLynnpaKEDWJQCUrkEx+gztbRjr88XxKMbQJNxEFXwLm4dMjhnIhRt4zjIIHXetvvNG8mWN+/ET550MM2JZSq7L+gGaUheTFv86vACH6eXyuqwSBdA6JDxXnzAB8M9Ush4Pu6QQkYfMr4sO/Qx4zh3CoyFFU4hYyypJhkxv+MhCHjOCJU1TaFgYkkbfcgdTiVhF0eUrBZv2tjtwoii7hVPoiQl6mhGTxkjx3rNXycq/usub6u+vv8XPuBgw0dlkb8qWM/WC6a8bPlWwaQCHq5AiBwgdsF6VYqxAr8evF1aj7Z+zRw/xhovgKNb78FbBdRRfy/tukXPr+vJr8fXkF/4UQW+toxiDTTr9k5WcSmr3pJddiB4se58269iiWUbfgQEXwjOg//dn4MrGK6bVVAMLBnhc+b4nDX+6uC8hdXbW9QgX1yI6F+HBBb8dWZpcZn5BOCkn/8+Ef0TAH8ewO+/7liyc5EMeimCjiP4YQ8URtjtQNuNbOh9ZnNGOM3SkeSimfZStXNDYWGiUwQfjrIfIjhnxJcP6F88Bf4MsP+Y8WLf4TbdYPPZEWE/YvhixLTbSOa7nlAm0fflIaAjQnwY8eSfJuTtgPuSEGZg3gDTNWG6YeRtAQph83moXsTzVoJWANR0zcQCogFX6QBlYqUSUFC2cuYGirOA5JKbJtn+Agv4tf2nK9PO2mjYKpjUdNvPPIytQSg6fdqPjO4uC8jdhRqhbn/WsMRJgLQkZSigWcFjFA1vj4B5JsSxIB0LurssqZ8D4eUPtnj4AYN3GbSP2HwesPtEwHH38gTKGdwnzNuoHskS+DNvARTg+XGLDU24DptFuTpxwc/GpzhNHdAXcAjo7khSjUPeQemB8YYw3YiDSb2fUUBBSW1wkRXk2wxr6QLKIJn2iIESBbznjRwjHQQoFD2mgS+Znh4Agvgsn+Q+TDtPw/CtAOS3WWetsTNdKNAs3iyFdDsvK44jRGCRfc8WSd/7+Oj+qhvRxYxep8Sn24jP6QrjqUPJhJgKuLBU88CNFQ0MjNKxj08YYSYML6TelI5AEeBMmK4iiBnpPteBKOXSfJChYJF4ofGtSyRhrS2gr1sGtokrTwamAtcL6IHb9YIINM4tcNODY68XtAx3MYKQHUqQdWWTBNiarMIGxu6ZciQBx6QWbercQYyqjQdQB3KlV2eXApxuA8YbarNEW8J03cCxAZqSWCQdgRFSQdeJ3GE/9+goYxOWBT2CURBw5A67MOIQOtykEyYOmEtECqIhBsSfOBPhKkmFNDYUaME5ZgNn/WGkgkPuREJBjIyApIF40DI6lYRdPKEwISNgF07YaCcbUbAJkzqvlOqM0YW3P+vzNusroTFsMjBtLPLXDdY7s3zzrLGBYwNBhrJWoLiyyMZMwwNdXe+35XaMteSiMrVVQ9jAM4AGOO03bt/N6m2hlTZiR+9L7Nrw9eQXes++KftFZRSL7XX2eXm8dp8LIEyrvwvr/LZnkgqcb/f/b+9+Qqwq4zCOfx8iXZRQpshgEhpuhKAGCRdirUrdTO1sk4sggoJatDBcJO0KchFEUCRYhG4skiDIIqhNloV/k1ErIcXUEEpalNivxfvOzHG4/5zhznve6fnAcM+ce7jz3HPPg6/33PfcG7aZNuDu/Jhx44C5+fpMbJYPl44D5nzb6dJuMPjkvOaXBd3MZ5AV0yeNdNoofT7qk8YM243ATuChiLjc2G4pcCUirktaBXwN3BcRV/o8/mXgL+D3gVK3zxKcvZSa8/fKfk9ELJ3pA89BZ68yNZO+NjUfM1B3/vmcfcaddV/7ms/HTZvVnB1m+W/sIJd52wM8DCyRdA54mTSjdiFwIF0zc/JSMxuAVyRdI/2f/Zl+xQWIiKWSDkXE2n7btpGzl1Nz/mFln4vOAuPe72XUnN/ZOz6u+9qHj5syas4Os88/yFUsnuiw+t0u2+4D9s00jJnNnjtrVg/31aydZveNBGZmZmZm80ybBshvlw4wC85eTs35nb2MmrND3fmdvYyas0Pd+Z29nFnlH2iSnpmZmZnZ/0Wb3kE2MzMzMyuu+ABZ0kZJ45LOSNpWOs8gJJ2VdEzSYUmH8rrFkg5IOp1v7yydE0DSLkmXJB1vrOuYVckb+bU4Kmm0XPKu2XdIOp/3/WFJmxv3vZSzj0t6tEzqySwrJH0p6UdJJyQ9n9dXse97qa2z7uvccWfbx30drpo76772ERHFfkiXkP8JWAUsAI4Aa0pmGjD3WWDJtHWvAdvy8jbg1dI5c5YNwChwvF9WYDPwKem63euAgy3MvgN4scO2a/LxsxBYmY+rWwpmHwFG8/Ii4FTOWMW+7/G8quus+1o8vztb7jm5r8PPW21n3dfef6P0O8gPAmci4ueI+AfYC4wVzjRTY8DuvLwbeKxclCkR8RUw/TqZ3bKOAe9F8g1wh6SROQnaQZfs3YwBeyPi74j4BThDOr6KiIgLEfFDXr4KnASWU8m+72G+dNZ9HQJ3tnWddV+HrObOuq+9933pAfJy4NfG7+fyurYL4DNJ30t6Oq9bFhEX8vJvwLIy0QbSLWstr8dz+RTJrsapttZmV/qWrAeAg9S/72vJ2eS+lufOllFDxulq7yvUfcyA+wqUHyDXan1EjAKbgGclbWjeGen9/CouD1JT1uwt4F7gfuAC8HrRNH1Iup10Yf8XIuLP5n0V7vtaua9lubN2M+ZNX6G+vLivk0oPkM8DKxq/353XtVpEnM+3l4CPSKcZLk68XZ9vL5VL2Fe3rK1/PSLiYkRcj4h/gXeYOsXTuuySbiUV94OI+DCvrnbfZ7XknOS+luXOFlVDxhvMg75CxceM+zql9AD5O2C1pJWSFgBbgP2FM/Uk6TZJiyaWgUeA46TcW/NmW4GPyyQcSLes+4En82zPdcAfjVMVrTDtM0OPk/Y9pOxbJC2UtBJYDXw71/kmSBLp62JPRsTOxl3V7vusqs66r+W5s0W5r2VUe8y4rw39ZvEN+4c0s/AUaUbk9tJ5Bsi7ijST8whwYiIzcBfwBXAa+BxYXDprzrWHdJrkGukzN091y0qa3flmfi2OAWtbmP39nO1oPuBHGttvz9nHgU2Fs68nndo5ChzOP5tr2fd9nls1nXVfW5HfnS37vNzX4WautrPua++/4W/SMzMzMzNrKP0RCzMzMzOzVvEA2czMzMyswQNkMzMzM7MGD5DNzMzMzBo8QDYzMzMza/AA2czMzMyswQNkMzMzM7MGD5DNzMzMzBr+A7ik6a8SFZAcAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 864x288 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "# Fast Marching method only support CPU\n",
    "image_pt = image_pt.to(\"cpu\")\n",
    "mask_pt = mask_pt.to(\"cpu\")\n",
    "\n",
    "lamb = 1.0  # <-- Geodesic distance transform\n",
    "geodesic_dist_fastmarch = FastGeodis.signed_geodesic2d_fastmarch(\n",
    "    image_pt, mask_pt, lamb\n",
    ")\n",
    "geodesic_dist_fastmarch = np.squeeze(geodesic_dist_fastmarch.cpu().numpy())\n",
    "\n",
    "lamb = 0.0  # <-- Euclidean distance transform\n",
    "euclidean_dist_fastmarch = FastGeodis.signed_geodesic2d_fastmarch(\n",
    "    image_pt, mask_pt, lamb\n",
    ")\n",
    "euclidean_dist_fastmarch = np.squeeze(euclidean_dist_fastmarch.cpu().numpy())\n",
    "\n",
    "plt.figure(figsize=(12, 4))\n",
    "plt.subplot(1, 3, 1)\n",
    "plt.imshow(image)\n",
    "\n",
    "plt.subplot(1, 3, 2)\n",
    "plt.imshow(geodesic_dist_fastmarch)\n",
    "plt.plot(100, 100, \"mo\")\n",
    "\n",
    "plt.subplot(1, 3, 3)\n",
    "plt.imshow(euclidean_dist_fastmarch)\n",
    "plt.plot(100, 100, \"mo\")\n",
    "\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.0\n",
      "507.0\n",
      "-1.0\n",
      "148.42146\n"
     ]
    }
   ],
   "source": [
    "# min/max for signed distances\n",
    "print(geodesic_dist_fastmarch.min())\n",
    "print(geodesic_dist_fastmarch.max())\n",
    "\n",
    "print(euclidean_dist_fastmarch.min())\n",
    "print(euclidean_dist_fastmarch.max())"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3.8.10 ('fastgeodisvenv')",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.10"
  },
  "orig_nbformat": 4,
  "vscode": {
   "interpreter": {
    "hash": "796db8c517b25effac7c084f23c884f510d5c7e41d293e07394ec75d8e9be8e7"
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
